Bottom Up Generation of Core and Related Concepts in the Ontology Domain This exercise is a proof of concept for one dimension in the Ontolog ontology. The methodology is described below. The concept lists is presented started on page two. Concepts are presented in simple alphabetical format. o o o o o o o o o Began working with content from the Ontolog wiki – selective representation from the content inventory for proof of concept Ran concept extraction for noun phrases against the test corpus of about 150 objects Generated raw list of about 17,000 concepts Reviewed the raw list of concepts – applied standard filter to remove low-value term (stop word list filter) Identified logical groupings of concepts and defined a set of domain classes Reviewed the set of classes for (1) core classes and (2) related classes Returned to the list and identified/validated core concepts and related concepts Assigned the concepts to the classes Built categorization profile for classes using concepts Preliminary list of core and related classes is presented in Attachment #2 below. Sample list of associated core concepts is presented in Attachment #3 below. abbreviation list academic initiatives accurate interchange abbreviations academic institutions information abbreviations in concept academic life accurate internal names academic network representation abnormality detection academic papers Acoustic Model Combinations absolutes academic participants Acquisition Task Adaptation abstract base class academic partners acronyms abstract Business Component acceleration of knowledge action descriptions abstract categories diffusion actionable input abstract class access management actionable models abstract classes access management policy actionable semantics abstract concept access mechanisms actions abstract concepts access patterns Active Content Technologies abstract entity access requirements Council abstract framework access to data assets Active Preference Learning abstract information access to healthcare Active research abstract keys information Active Use abstract level Access to Resources active user community abstract mapping layer accessible infrastructure activities abstract model accessible registry activity abstract model concept account Activity Diagram abstract models Account Executive Activity recognition abstract nature Account with Account Owner Activity Report abstract specification accountability activity reports abstract specification of Accountability Act Activity Statement commitments accountable standards actor abstract syntax Accounting Domain Ontology actualization abstract type Template Accounting Information Actualization Phase abstraction layer Systems acute care hospitals abstractions Accounting Office acute care settings academic discipline accurate exchange of adaptation academic disciplines information Adaptive Adversary Adaptive Algorithms adaptive capabilities Adaptive Cognitive Orthotics Adaptive Information adaptive interoperability Address Book Address Dictionary address directory Address entity address ids Address Line address lines address mapping Address Representation term Address security Address Type Address Type Code administrative data administrative entities administrative ontology administrative organizations Administrative Simplification administrative terminologies administrator admissible message Adobe applications Adobe Reader Adobe Systems adoption of ontologies adoption of standards adoption Safe adoption time advanced biomedical ontologies Advanced Computer Advanced Ideas advanced information technology advanced learning systems advanced mechanisms Advanced Research adverse reactions Advertising Data Advised Shipping advisory board advisory messages Advisory Systems advocacy Aerospace industry Aerospace Manufacturing Procurement Aerospace Operations Aerospace Parts aerospace research aesthetics Affinity Domain affordable solution agency analysis agency data management agency deal agency enterprise architecture agency executives agency fund innovation agency goals agency information Agency Level of Detail Agency Name agency-by-agency view agenda item agenda items Agent Agent Framework Agent Logic Agent Markup Language Agent of Technology Agent Program Phase Agent Programming agent systems Agent Technology Agent Type Aggregate Business Information Aggregate Business Information Entities Aggregate Business Information Entity Aggregate Core Component Aggregate Core Components aggregate data Aggregate Data Element aggregate information entities aggregate information entity aggregates Aggregation conflict aggregation link aggregation of data aggregation of information resources aggregation relation aggregations Agile Framework agility agreed understanding agreement Agreement in Figure Agreement Partner Agreement Regulator Agreement Specification Agreement Type Agreements AI/Expert Systems aids Air Base Air Operations Air Operations Center Air Operations Database Air Traffic Control airspace Air Transport Association air travel air-traffic control messaging Aircraft Equipment aircraft Industry specific aircraft part Aircraft Registration Number airline customer plus Airline Hubs airline industry airspace airspace categories airspace category airspace class airspace control Airspace Control identification number Airspace Control Order airspace control order identification number airspace data airspace database airspace information airspace information being airspace mission operations airspace name airspace ontologies airspace ontology airspace shape airspace type airspace usages Algorithm Testing Service algorithmic transformation algorithms Alpha Code Alpha Code Semantics Alpha versions alphabetical display alphabetical keys alphabetical list alphanumeric characters alternate expressions Alternate Methods Alternative communication alternative definitions alternative Scenarios alternative tasks alternative ways alternative work sharing amateur hobbyist ambient noise ambiguity ambiguous human languages ambiguous natural language ambulatory care ambulatory care facilities ambulatory care respondents ambulatory care system amendments American Accounting Association American Association American health American Health Information Committee American National Standards American Pathologists American Science Institute of Technology analysis analysis of business information analysis of problems analysis techniques analysis work analyst access analysts analytic framework analytic output analytic studies analytic tasks analytic tools analytical brief analytical databases analytical instruments analytical model analytical predictions analytical quadrants anatomy ontologies animate systems annotating annotation annotation of web pages annotations annotator annual medical records answer answers anthropological problem antonym typing antonyms Apache Tomcat web server Apache web server Application Architecture application area application capabilities application centric perspectives application characteristics application code application developer application development application discovery application environment application function application guidance application integration application integration situation application interoperability application message layer application of context to data application ontologies application processing application program application program interface application program logic application programming interface application programming interfaces application scope application semantics application servers application systems application-to-application systems applications applications development applications of context applications program interface application_context_element applied ontology Applied Ontology National Center applied research approval process arbitrary attributes Arbitrary Boolean combinations Arbitrary Relations arbitrary structure archetypal solution archetypes architects architectural artifacts architectural concept architectural design architectural diagrams architectural efforts architectural foundation for data architectural framework architectural issues architectural paradigm architectural pattern architectural patterns Architectural Plans architectural principles architectural representation architectural terms architectural views architecture Architecture & Infrastructure Committee Architecture alignment architecture artifacts Architecture environment architecture frameworks architecture model Architecture Query Manager Architecture Reference Model Architecture Reference Model Technical Committee Architecture Service Layers Architecture Task Registry architectures Archival Description archival publications Archive Archive system Area of interest area of knowledge area of knowledge representation area of responsibility areas Goal areas of application areas of data sharing areas of expertise areas of interest areas of process argument arguments arguments other armed forces Army CIO Army CIO Office Army Communications Army Ground System Army Knowledge Management Conference Army Training array array data arrays Articulate Software artifact artifact utilization artifact-producing meetings artifacts Artificial addresses Artificial Agent Artificial Intelligence Artificial Intelligence Disciplines Artificial Intelligence Experts System Council artificial language ASCII document Assembler Utility assemblies of aggregates assembling Message Definitions assembly construct Assembly plant assembly specification assertion block Assertion instance assertions asset assignment of tags assistance of tools assistance to domain experts Assistant Secretaries Assistant Secretary of Defense for Networks Associate Director for Information Technology Associate Professor of Pathology Association association above Association Business Entity Association Business Information Entities Association Business Information Entity Association Core Component Association Core Component Property term Association Core Components Association Core Components Dictionary entry Association id Association instances Association Logic Association Type associations Associations between associations associations between items Associations between Object Classes associations between objects associations for objects associative capabilities associative data techniques associative information associative relationships associative structure assumptions Astronomical Instrument Markup Language Astronomical Markup Language Asymmetrical Binary Associations Asynchronous Communication Performance asynchronous platform atomic form of data atomic vocabulary components Attribute Certificate attribute description attribute extensions Attribute Graph attribute list declarations Attribute Name Attribute semantics attribute specification data attribute Template Attribute value integrity Attribute Value Typology Numeric attribute values attributes attributes of core components Attributes Relationships audience Audience Participation Audiences audit audit trial Auditorium Augmentation Approach Augmentation Systems Framework Australian article authentication authentication by passwords Author of Service Orient Authoritative Communities of Practice authoritative data assets authoritative sources Authoritativeness Authority Control authorization authorized data authorized users Semi authors authors state autographic music automatic fashion automatic handling automatic identification automatic import Automatic induction automatic processing automatic reasoning Automatic Segmentation of Tables automatic storage automation metrics automation opportunities automobile-for-money exchanges autonomic information Autonomous Driving Autonomous Navigation System autonomous ontologies autonomous system autonomous system sensing capabilities Autonomous Systems autonomous vehicle auxiliary data avian flu Aviation Authority Axiom Encoding axiom schema of replacement axiom-defining capability Axiomatic Frame axiomatic restriction axiomatic restrictions axiomatic set theory Axiomatic systems axioms axioms Impedance Axioms Inference axis invocation axis-place back stage provider back-office systems back-office” systems backbone taxonomy Backbone Taxonomy Assumption background noise Base Names base protocols baseline components baseline version Basic Attributes basic classification Basic Classification Mechanisms Basic Classification Mechanisms Classification basic classification methods Basic Core Component Basic Core Components basic data elements basic entities Basic Exchange Ontology Basic knowledge representation basic ontological options basic premises basic principles basic rule basic rules basic semantics basis for ontologies basis of interoperability battle command map Bearing Point beneficial use beneficiary beneficiary portal benefit benefits for society benefits of ontologies benefits of ontology mapping benefits of ontology matching benefits of ontology tools benefits of reuse best practice best practices best practices committee best practices committees beta spreadsheet beta spreadsheets bibliographic catalogs bibliographic data Bibliographic information bibliographical references bibliography Exchange Package bidirectional translation bidirectional translator bilateral collaboration binary associations Binary Object Binary Object Character set binary predicate binary relation binary relations binary values binding points Binding Specification Translation Memory bio-ontologies Bio-Pathway ontologies Biologic Function biological findings biological information biological results biological sciences biological taxonomy Biomedical Communications biomedical decision support Biomedical Engineering in Pathology Biomedical Library Review Committee Biomedical literature biomedical ontologies biomedical ontology biomedical terminologies biomedical terminology bit algorithm format bit character set representation Biz Process blocks of text blueprints body of information body of knowledge body of work Body Substance book suppliers books Boolean Boolean Combinations Boolean data Boolean logic Bootstrap concepts Bootstrap Vision border constructions border value borders Bottom Up Strategy breadboard validation brittle connective mechanisms Broadcast Hypertext Markup Language broader terms brokers browse problems browser views browsers browsing bug fixing Build definition Build-To-Order building identification business activities business actor Business Actors Business Administration business agreements business analysis business applications business architecture Business Area business area data views business areas Business Associations business capability business capability growth Business Case business case justification process Business Case Strategy business cases Business Center business challenges Business characteristics business collaboration business collaboration framework business collaboration process Business Collaboration Protocol business collaboration protocol activity business collaborations business communication Business Communications business communities business community Business Component Business Component corresponding Business Components business content business context business contexts business data business data entity attributes business dialogue business document business document design Business documents Business Documents Examples business domain Business Domain Ontology Business Domain requirements Business Domain View business domains business drive Business Driver Business efficiency Business Element Business Elements Business Enterprises Business Entities Business Entity Business Entity Model Business Entity properties Business Entity States business environments business equivalent Business Event Business Events business experts business failure business focus areas Business Framework business function Business Function Categorization business functions business fund university business improvement Business incubators business information Business Information Analysis Overview Business Information Context Business Information Entities Business Information Entity business information interoperability Business Information Model Business information objects business information requirements business information system business information systems Business Integration business intelligence business interactions business language business language standard Business Lead Processes Business Line Focus Business Linkage Business Location Link business logic Business Logic Technical Reference Model Business Logistics System Node business managers business meaning business message Business Messages business model Business modelling business need business needs Business Object business object connections Business Object Information Content Business Object State business objective business objectives Business Objects business ontologies business ontology Business Ontology Management business operations business opportunities business organization business outcomes business owners Business Pattern Recognition Business Patterns Business Performance Transformation Business Plan Taxonomies Business Plans business policy enforcement business practices business problem business problems business process business process automation business process construct business process definitions business process documents business process experts Business process independence Business Process indicators Business Process Modeling Business process modelling Business Process Modelling material Business Process Phase Candidate Business process reengineering business process repositories Business Process Role business process semantics business process tools business processes business properties business proposals Business Purpose Business Reference Model Business Reference Model form business relationship business relationship aspects Business Reporting business requirement Business Requirements Business Resources business result Business Review Business Role Business Role diagram Business Role participating Business Roles Business Rule business rule analysis Business Rule Policies business rules business scenario Business Scenario scope document business scenarios business scope documentation business semantics business service Business Service View Business Services Slide Model business signal business situations Business Standardization Business Standards business standpoint Business Strategist business strategy Business success Business System Model Business systems business taxonomies business taxonomy business term business term name business term object class Business Term Object Class Qualifier business terms Business to Business transactions Business to Consumer transactions business transaction Business Transaction Activity Business Transaction Activity Diagram Business Transaction View Business Transactions business transformation business unit business units Business Use Case business use services Business users Business Value Business Value Chain business value of ontology business value of ontology strategies business value proposition business vocabularies business vocabulary business-specific modelling Business-to-Business Business-to-Business Integration businesses Cabinet level position calculated check sum digit calculated data Calculation price calendar Calendar Assistant Calendar Assistants Calendar Entry calendar expression Calendar Scheduling Agent Calendar Scheduling Assistance Calendar Scheduling Assistants Call center convergence call center responses Call Centers Call for Proposal Call Policy Markup Language Call Processing Language Call to Action On July calls cancer biology Candidate Events Candidate Recommendation candidate targets candidate upper ontologies canned queries canonical example Canonical models Canonical Models Software Vendors canonical representation capabilities Capabilities Assessment capabilities in information technology Capabilities Manager Capabilities Manager Ontology Model capabilities Market transition capability Capability Example capability helps Capability Purpose Stakeholders capability transfer capable tools Capacity Planning capital equipments industry capital investments capital letter capture knowledge care care providers care-delivery entities career career opportunities cars case of functions case studies Case Study Case Tool Registries Case Tool Repository Case-Base case-by-case basis Catalog of Business Processes Catalog of Common Business Processes catalog publisher catalogs Catalogue of Core Components catalyst Categorical structures categories categories of core components categories of elements categories of information categories of photos categorization categorization capability categorization of data categorization of government information categorization of information categorization rule categorization scheme categorization technology category category authentication category mapping category name causal chains causal constraint causative agent cconcept definition Centers for Disease Control central repository central set of semantics centrally understood semantics Cerebra Cerebra client Cerebra Client Design Cerebra inference engine Cerebra Server Cerebra Server application programming interface Cerebra Server inference engine Cerebra Server version Certificate profile Certification Implementation Group certification of ontologies certification process chain of command chain of people change mechanisms change operation Channel Definition Format Chaos Study chaos theory Chapter Organization character Character Code character sets character string characteristics characteristics of information characteristics of objects characters cheat sheet Check digit chemical domain ontologies Chief Architect Chief Architects Chief Architects Forum chief beneficiary Chief Enterprise Architect Chief Scientist child classes child elements child nodes child topic children Choice Sets chosen standards CIO Council CIO Governance CIO Office CIO Showcase of Excellence CIO team Citizen citizen access citizen e-Government citizen-centric government claim form Claims ontology clarification clarity class class changes class context Class Data Class Definition Class Diagram class diagram with associations Class Diagrams class elements class expressions Class Extraction class hierarchies class hierarchy Class hierarchy taxonomies class instances Class Intersection class Location class model class models Class name Class names class of activity reports Class of Business Class of Business Process class of data class of documents class of Quantities class of relations class of text class operators class restrictions Class Scheme class Sensor class specifications class structure class term Class View class window Class windows class-level relations classes classes of employees Classical formulation Classical Logics classification Classification Formality classification frameworks Classification Hierarchies Classification Hierarchy Classification instances classification mechanism classification methods Classification Node Classification Node tree Classification Nodes Classification of Concepts classification of data classification of diseases classification of information classification of information entities Classification of Meetings Classification Organization classification problem classification restrictions classification scheme Classification Simulation classification system classification systems classifications Classifications Code List classifications of illness Classifier classifying Client Application client applications Client demand client intensive client interface client presentations client productivity Client Service Executive client software clients resources clinical accountability Clinical Affinity Domain Support clinical affinity domains clinical applications clinical care Clinical data clinical decision support Clinical Document Architecture clinical document sharing form clinical documents Clinical Domain Clinical Domain Ontologies Clinical drugs clinical efficiency clinical guidelines clinical health information exchange clinical information clinical information systems clinical laboratory clinical management clinical management infrastructure clinical modification Clinical Pathology clinical practice Clinical Practice Centers clinical practice guidelines clinical practitioners clinical providers clinical record architecture Clinical repositories clinical research data clinical specialty clinical systems clinical trial Clinical Trials clinical vocabularies clinical workstation applications clinical workstations clinician operating capacity close proximity closed systems Cluster Categories Cluster view of properties Clustering Clusters clusters of items cmputer literacy Coarse Grain elements Code Associations code content Code Index Code List Code List Agency Code List Agency Identifier String Code List Agency Name Code List Agency Name Text String Code List Agency Scheme Identifier String Code List Identification Identifier String Code List Name Text String Code List Schema code list scheme Code List Version Code List Version Identifier String code maintenance Code Measure Code Quantity code systems Code Text Associations code time Code Value List code values Code-Use codes Codes for Traffic Accidents codification Cognitive Agents Cognitive Assistance Cognitive Assistant Cognitive Engineering Cognitive Load Cognitive Schema cognitive science Cognitive Science Economics cognitive sciences Cold Fusion Markup Language collaboration collaboration among scientists Collaboration Business Process Collaboration Business Transaction collaboration capabilities collaboration diagram Collaboration in Communities collaboration model collaboration models Collaboration Ontology Collaboration Partner Collaboration Partner Agreement Collaboration Partner Profile Collaboration Partner Profile System collaboration partners collaboration principles collaboration space collaboration specifications collaboration support collaboration technologies collaboration tool collaboration tools Collaboration-Protocol Profile collaborative activities collaborative activity collaborative agents collaborative business system collaborative capabilities collaborative capacity collaborative developments collaborative effort Collaborative Expedition Workshop Collaborative Expedition Workshops collaborative futures collaborative inquiry Collaborative Knowledge Gardening collaborative management collaborative ontologies collaborative ontology development collaborative ontology development environment collaborative ontology development infrastructure Collaborative Ontology Development Registry collaborative ontology development service Collaborative Ontology Development Service & Infrastructure Collaborative Ontology Visualization Collaborative Personal Assistant Collaborative potential collaborative practice collaborative practice domain collaborative practice domain ontology development collaborative process Collaborative Product Development collaborative project collaborative projects collaborative semantics collaborative service collaborative services collaborative space Collaborative Task Management collaborative tools collaborative work Collaborative Work Environment Collaborative Work Environments collaborative work methods collabortion Collect data collected information collection management collection of data collection of frames collection of information collection of links collection of objects collection of protocols collection of standard collection of Sub-Functions collection of taxonomies collections collections of information collective data assets collective intelligence collective understanding Combat Operations combatant commander coming last command command code Command Part command post comment line comment list comments commerce Commerce Litigation commercial company commercial databases Commercial enterprises commercial information system Commercial Integration Commercial modeling tools commercial opportunity commercial organizations commercial overview Commercial Participants Commercial product commercial products commercial purposes Commercial tools commercial transaction commercial use Commercial vendors commercial versions commission for health information technology Committee Draft Committee Members committees commodities commodity commodity categorization Commodity Classification Commodity Description common attribute set common Attributes Common Business Acknowledgement Common Business Acknowledgement Principles Common Business Library Common Content common data elements common data entities common data operations common defining vocabulary common elementary objects common elements common entities common formal ontologies common formal ontology notations common format common information model common information models common information products common infrastructure common interpretation subsets common knowledge base Common Logic common modeling pitfalls common ontologies common ontology Common Operating Environment Common Query Language common representation common semantic foundation common semantics common sense concepts common syntax Common transaction reference number common understanding common upper model Common Upper Ontologies common upper ontology common vocabulary common vocabulary standards common working vocabulary commonality in expression commonly known identifier commonly understood abbreviations commonly understood language commonly used concepts commonly used data commonly used functions communication communication bandwidth communication of knowledge communication requirements communication requirements system communication standards communication systems communicative principles communities communities of interest communities of knowledge Communities of Practice Communities of Practices communities of users community community boundaries community coordination community feedback community form community indicator community of agents Community of Interest community of practice community of users community perspectives community practice community semantics community seminars Community Spectrum Community Statistical System comparison of concepts comparison of mappings comparison of ontology mapping Competencies competency questions competitive intelligence competitive market Complementarity Complementary technologies complementary technology complete hierarchy of terms complex associations Complex Business Performance Transformation complex business to business service Complex business to business services Complex Carbohydrate Research Center complex class constructor Complex Component Complex Components complex conflicts complex correspondences complex data complex descriptions complex form of rule attachment complex healthcare industry complex information presentation complex information solutions complex information systems complex integration complex kind of effort complex machinery complex Message Complex Nodes complex reasoning complex relations complex relationships complex systems complex tasks involving multiple systems complex type element complex type level Complex Types complex workflow complexity complexity level Complexity Management Theory compliant documents compliant message compliant models compliant syntax component Component Account Component Analysis Component Business Modeling Component category Component concepts component construct Component Currency Component Cycle Time component definition Component Description Indicator Component Diagram Component Dictionary Component discovery Component Discovery Business Component discovery process component framework Component Framework Data component harmonization Component Harmonization working group Component Identification component identification process Component Information Dictionary Standard Component Information Standard Component level Component Library Component Library Business Process Component Life Cycle Component Life Cycle Approval Process Component methodology Component Model Component name component ontologies Component Overview Component Person component pieces Component Reference Component Reference Model Component references Component Registries Component Registry Component research component reuse Component Services Component Structure Component Supplemental Document Component Technical Specification Component Technical Specifications component type Component Types Component work components composite applications composite structure Composite Systems Composition Integration Negotiation Protocols composition of concepts compound objects comprehension of data computable form computable language computable standards Computation Techniques computational biology computational completeness computational format Computational Foundations computational guarantees computational lexicon computational linguistics computational linguists computational logic Computational Organization Theory computational science Computational services computational tractability computations computer computer application computer files Computer Function computer literate computer memory computer population computer program computer reasoning Computer Science Computer Science Information Science computer science Successful way Computer Scientist computer scientists computer screen computer system computer systems computer-interpretable formalisms Computer-to-computer exchange concatenate concept Concept & Task Learning concept exploration concept extraction concept group concept id Concept Learning concept learning changes concept level concept map concept map associations concept map convention concept map notation concept map relationships Concept Maps Concept name concept node concept of triples Concept Presentation concept relations concept relationships concept system Concept Term Concept Typology concepts concepts between ontologies concepts in ontologies concepts in text Concepts maps conceptual abstraction Conceptual analysis conceptual architecture conceptual buckets conceptual classification conceptual data conceptual data model conceptual discussion conceptual domain conceptual domains conceptual equivalent conceptual factorization conceptual framework Conceptual Framework Matrix conceptual frameworks conceptual graph Conceptual graphs conceptual information transfer conceptual infrastructure Conceptual Knowledge Markup Languages conceptual level conceptual model Conceptual Model Capture Conceptual Model Links conceptual models conceptual navigation model conceptual part conceptual primitives Conceptual Primitives Knowledge Conceptual Primitives Knowledge Templates conceptual process conceptual queries Conceptual Schema conceptual scope Conceptual Semantics conceptual space conceptual specifications conceptual stack conceptual understandings Conceptualization conceptually similar groups of information concrete architectures concrete components Concrete domains concrete implementation concrete implementations concrete object concrete outputs concrete representation concrete representations concrete syntactic elements concrete syntax representations concurrences Condition of Order Conference Access conference call Conference call agendas conference call page Conference call transcripts Conference Calls Conference Host Conference name conference organizers Conference Overview Conference paper conference talk conferences Confidential Charter Definition Reference Model Confidential Concept Map Confidential Core Concepts confidential data Confidential References Confidential Supplementary confidentiality issues Confidentiality Policy configuration control Configuration Management Configuration Management Data Configuration Partner Identification Confirmation Annotations confirmation of receipt conformance testing Conformance Testing Services conformity assessment system Congenital malformations Congressional committees Congressional requirements Congressional Stakeholders conjunctive queries conjunctive query connected applications connectedness connectedness among objects connections connections between items connections between terms connective variability connectivity to workflow connectors considerations for simplicity Consignment consignment number Consignment Status Report Consignment Status Request consistency consistency checking Consistency Engine consistency of code consistency of information semantics consistent interpretation consistent length consistent manner consistent meaning consistent ontologies Consistent Ontology Evolution consistent representation consistent semantics consistent set of concepts consistent standards Consortium constant name Constant Quantities constant reprogramming constant symbols constant tension Constants constituent constructs constituent parts constituent service constitutional crisis constrained domains Constrained Information Entities constrained subset constraint Constraint Causal Constraint Logic Constraint Optimization Constraint Optimization Algorithms Constraint Properties constraints constraints on data values constraints to property values construction construction of elements constructs of owl consumer Consumer Goods Industry Classification Consumer ID Consumer Identifier consumer interests consumer perspective consumer products consumer searching consumer view consumer vocabulary Consumer-centric information consumers consumers perspective Contact Class Definition Contact Information Content content aggregation Content Assets Content Awareness content collection content collections Content Common Content Content Component Content Components Content Content Code Content Text String content creation Content Data Content Description Content Description Form Content Description worksheet content domain content elements Content Entity Content Exchange content experts Content Formality Content Framework Content Integration content licenses Content Line Content Management content management languages content management system content management systems content management workflow process Content Managers content model content model perspective content models content network content objects content of knowledge content of plans Content Organizations content providers content publishing tools content ready content registration content resources Content Search content specialists Content Standard Content standards Content Subcommittee Chair Content Syndication content types Content Users content validation content-rich ontologies context context artifact context awareness context awareness service context categories Context category context characteristics Context Classification Scheme context classifications context constrained information entity Context Declaration Mechanism context descriptions Context Drivers context for emergence context for identifiers Context Framework context information context item context items Context methodology context modeling approaches context modeling tools context parameters Context Philosophy Context Principles context sensitive context specific Context Taxonomies Context-awareness context-constrained information entities contexts contextual awareness contextual information Contextual Matrix contextual search contextual values continuous data quality measures continuous improvement Continuous state Contract formation process contract languages contract managers contract mechanisms Contract number Contract Partner contracting companies Contractor Registration Contract_Document contradictions Contraindications Control Level Control Structure Cycle control system control vocabulary control vocabulary source convention convention for classes conventions conversion of data conversion utility Cooperation between Registries Coordinate outreach Coordinating collaborator activities coordination coordination activities coordination standards Copy Copy Editor Copyright core building blocks core business processes core competencies Core Component Core Component definitions Core Component Library Core Component Methodology Core Component Technical Specification Core Component Type Core Component Type Code Core Component Types Core Components Core Components concepts Core Components Library Core Components methodology Core Components methods Core Components model Core Components Specification Core Components Supplementary Documents Core Components Technical Specification Core Components Types Core Components User’s Guide Core Components Uses Core Data core data elements core elements common Core Enterprise core language core languages core ontology faculty core policies core premise core set Core Taxonomy core vocabulary Core-Taxonomy corporate enterprise Corporate Headquarters Corporation Abstract Corporation Accessibility Corporation Agenda Semantic Models Corporation Axioms Corporation Axioms Inference Corporation Center For Army Lessons Corporation Contact Corporation E-commerce Area of Interest Corporation Example Corporation Information Semantics Corporation Logic Spectrum Corporation Ontology Corporation Ontology Representation Corporation Ontology Spectrum Corporation Root Tree Corporation Taxonomies Corporation Taxonomy Corporation Term vs Corporation Thesaurus Corporation Tightness corrective action corrective actions correlations of interest correspondence to description logics correspondences corresponding Association Core Component corresponding Business Component corresponding Core Component corresponding Message Component corrosion Rate Definition Cost of implementation cost of software Cost Qualifier term cost savings cost web servers costs for data development Council Industry Advisory Council Council Showcase of Excellence Special Innovation Award Council’s Best Practices Committee in March Countable quantities Quantity Counter-offer counter-signatures Country code country codes country Commodity code Country Description Country Identifier Country Identifiers Context country Item identifier Country name country name Currency code Country Name Data Element country name Example of use Country Sub-Division country x millions creating quality data creation of extensions creation of new Message Components creation of Topic-Map Creative Commons creatively support creativity credible agreements credible intentions credit credit card credit card as physical carrier credit card receipt Credit Transfer Criminal Investigation Special Agents criminal record criminal wrongdoing Criteria Negotiation critical assumptions critiques Cross Enterprise Document Sharing cross repository search Cross Standard Semantics Cross-agency cross-agency collaboration Cross-Agency Information Cross-agency initiatives cross-association of data artifacts cross-dependencies for fields Cross-Domain Assertion Mapping cross-domain semantic integration Cross-Domain Semantic Interoperability Cross-industry semantic harmonization cross-industry semantic interoperability cross-organizational systems cross-reference mapping cross-references cross-references to other cultural artefacts cultural change cultural components cultural differences cultural object custom client Custom Client Screen Custom coding custom processes custom query customer Customer # customer acting Customer agreeing customer complaint management Customer Contact Customer Customer Type Customer Identification Code customer location Customer Order Number Customer Party Identification customer place of residence Customer Profile Exchange customer purchase order customer relationship management customers Customer_ Identification Customer_ Organisation cyclical validity Data about data data access data access methodologies data access services Data Access Technologies Data Access Working Group data accessibility data accessibility procedures data acquisition methods data across industries data agreement data airspace information data among federal data analysis data architects data architecture data architecture initiatives data architectures data artifact data artifacts data asset data asset context Data Asset Entity Data Asset Example Data Asset Identifier Data Asset Security Data Asset Taxonomy data assets data association data associations data attributes data availability DATA Builder data categories data categorization data classes data classification data classifications data communications data component harmonization data consistency Data Consortium data consumers data content Data Context Data Context Abstract Model Data Context capabilities Data Context chapter Data Context standardization area Data Context standardization areas Data Context Usage Data Definition data definition language data definitions Data Description Data Description Abstract Model Data Description Conceptual Data data description examples data description problems Data Description standardization Data Description standardization area Data Description standardization areas Data Description Support Services data development data dictionaries data dictionary Data Dictionary Mapping Matrices data discovery data documentation facilities Data Documentation Initiative data domain data element Data Element Concept data element concepts Data Element Definition data element definitions Data Element Descriptions Data Element List Data Element Methodology Data Element Names data elements data engineering data entity data entity definitions Data Entity Harmonization data entries data entry interface Data Environment data evolution Data Exchange Data exchange formats Data Exchange Services data for data discovery data formats data fusion data fusion areas data fusion communities data fusion techniques data fusion technologies Data Governance Process Data Groups Data Harmonization data holdings data identification data importation data importation process data in transit data inconsistency data information data infrastructure data integration Data Integration Approach Data Integration Hub data integration language Data Integration Problem data integrity data interchange data interoperability data islands data length data life cycle data life cycle characteristics data link data management Data Management activities data management challenges Data Management diagram Data Management function Data Management Principles Data Management Procedures Data management staff Data Management Strategy data management tools data maps Data Markup Language data marts data mediation data messages data migration data mining approaches data model Data Model Example data modelers data modeling concepts data modeling skills data modeling standardization data models Data Names Data object data objects data privacy data problems Data Program Coordination Data Program Manager Data Property data provider data quality Data Quality Improvement Data Quality Management Data Query Data Reference Model Data Reference Model initiative Data Reference Model Working Group data registries Data Registry Data Relationship data relationship diagram data relationships data Relevance data repositories data repository Data Representation data requirements Data Resource Data Resource Data data resources Data Schema data Security data security policy Data Semantics data sequence data service data service reuse data services data set data sets data sharing agreements Data Sharing Metrics data sharing opportunities Data sharing performance metrics data source data sources data standard data standardization data standards data standards for information capture Data Steward Data Stewardship data storage data storage libraries data stores Data Structure Continuum data structure formats Data structure information data structures data synchronization data system Data Tables data taxonomies data timeliness data transformation data type Data Type Example Data Type Name Data Type qualifier Data Type Representation Data Type Requirements Data Types data universal numbering system data usability data usability problem data validation data value data value mapping Data Value Term data visualization data volume os data warehouses data-driven approach data-related roles data-serialization efforts database database administrators database applications database backgrounds Database Catalog database design Database entries database industry database join database linkages database management database management system database management systems database management utilities database mappings Database operations database Query database row database schema database schema development Database schema evolution database schema Map database schema matching database schema Slide database schemata database server database solution Database Structure Configurations database system Database System Registries Database systems database table database tables database to database information sharing database transaction database using databases date range date ranges date time clock Date Type date-type datum Dead End Standard Decidable fragments Decision Making Decision Scenarios Decision Science decision sharing decision support decision support services decision support system Decision Tree Logic decision-makers decision-making process decision-support decisions declarations Declarative Conceptual Primitives Declarative Extensions declarative information declarative knowledge representation declarative policies declarative representation declarative semantics Declarative Static Reasoning Decomposition deduction deduction systems deep knowledge deep parser default element defense industry Defense Modeling Defining Property Characteristics definition definition of ontology definition of subsystems definition of types of actors definition stage definitions for data elements definitions of concepts definitions of data elements definitions of diagnoses definitions of information entities Definitions of Services degree of confidence degree of equivalence degree of formality degree of precision degrees of structure delays in implementation delivery acceptance Delivery Access Delivery business process delivery Carrier Delivery configuration Delivery Date Delivery Date Time Delivery instruction code delivery note Delivery Point delivery point name delivery requirements Delivery Time Demand Driven Knowledge Management Demand for Services Demand Innovations demographic information Department of Commerce Department of Computer Science Department of Defence Department of Defense Department of Energy Department of Health Department of Homeland Department of State Department of Veterans Affairs dependent interactions Depiction Level deployment deployment of computer applications deployment strategies depth discussion Deputy Chief Information Officer derivative works Description & Situation extensions Description Code description form Description Language description logic description logic notations Description Logic Programming Description Logic Use description logics description terminologies Description Typification descriptions descriptions of enterprise descriptive components descriptive information Descriptive Logic Programming descriptive objects Descriptive Ontology descriptive phrase descriptive relationships descriptive terms for data fields design design approach design considerations design decision design goal Design Methodology Design of Documents design principles design process design project Design Rules design theory Design Time design work design-time design-time tools designators Designers Credentials designing Message Components designing ontologies desktop desktop applications Desktop client desktop users despatch advice Despatch Advice Business Document Detail level Detailed Class Diagram Detailed Core Component Identification Developing Message Building development complexity development contractors development costs development of abstracts development of architectures development of classes development of data sharing agreements development of data standards development of enterprise architectures development of knowledge bases development of lines of business development of ontologies development of software systems development of tools Development Process development projects development research Development Strategies development work device classification device interoperability Diagnostic Decision Support diagnostic services diagram diagram complexity diagrams Dialog Management Dialogue Structure dictation Dictionary Data Elements Dictionary Entry Dictionary Entry Name Dictionary Entry Names dictionary name differences in syntax differential diagnosis differential diagnostic differential questions digit identifier digital art ontology digital camera digital certificates digital container of information digital content Digital Data Resource Digital Data Resource Document digital data resources digital dictation systems digital images Digital Imaging digital information Digital Language Digital Library digital manifestation digital medium digital photos digital property rights Digital Property Rights Language Digital Receipt Infrastructure Initiative digital rights digital rights management Digital Rights Management Policy Digital Signature digital signatures Digital spatial array Digital voice digital voice data dimensional axis dimensional format dimensional intelligence dimensional matrix dimensional representation Dimensions of Interoperability dimensions of knowledge Dimensions of similarities Dimensions of Systems Integration Directed Acyclic Graph directed creativity Directed Cyclic Graph Directed Cyclic Graph Node directed graph directional association directional communications directional relations Directories Dirty Hierarchical Code disciplinary experts discipline boundaries discourse Discourse annotation Discourse Understanding discovery discovery analysis discovery interface Discovery of Core Components discovery of data Discovery Process discovery service discovery time Discovery Work Sheets discrete event discrete information discrete problem set discrete time Discriminative Criteria Discussion Forum discussion session Discussion thread discussions disjoint Categories disjoint classes disjoint guarantees disjoint indicators Disjoint Subclass Disjunctive Temporal Problems disparities in terminology display format dispute resolution dissemination of information distinct logical entity distinct meanings distinct ontologies distinct relations distinct versions distinctions Distribution rules divergence of models diverse terminology Document Analysis Document Attribute document author document authoring quadrants document authors Document class document classifications document collections document content Document Data document database Document Definition Markup Language Document Engineering document identification model Document Identifier Document Markup Language document markup standard Document Object Document Object Model document ontologies Document Processing Code document processing type Document Purpose Code Document Repositories document repository document structure document systems document Transformations Document Translation Document Type Document Type Definition Document Type Definitions document-complexes document-template documentation documents domain domain analysis domain classifications Domain Components domain concepts Domain conformance Domain content knowledge domain contexts domain data Domain Data Harmonization Strategy domain expert domain expertise domain experts Domain facet domain information domain knowledge domain knowledge representations domain library domain logic domain mapping domain Modelers domain modeling domain models domain of discourse domain of interest domain ontologies domain ontology domain ontology developers domain Organization domain parent domain predicate domain restriction Domain Service Type domain specialists domain specific concepts Domain Taxonomy Domain term list domain theories domain-independent domain-independent information extraction Domain-spanning Knowledge Domain-specific Components domain-specific concepts domain-specific ontologies domains domains of interest dominant logic dominant standards draft specification Draft specifications duality association duplicate instance duplicate representation duplicate terms dynamic evolution of service networks dynamic ontological classes Dynamic Ontologies Dynamic Queries Dynamic resources dynamic service behavior dynamic supply network dynamic system interoperability Dynamics of knowledge value E Standard e-business architecture e-Business Architecture Technical Specification e-Business Board e-Business Glossary e-business process e-business standards E-Commerce e-commerce framework e-commerce integration e-commerce ontologies E-Concert E-Concert brief E-construct e-documents E-E E-Government E-Government Act E-Government Conference e-government managers e-Health e-mail e-mails E-R E-R diagrams early adopters Early semantic systems ease of access ease of integration Ease of resource discovery ease of use ease of utility ease-of-use economic Agents Economic Claim Waiting Economic Commitment Economic Commitments Economic Contract Economic Event Type economic Events Editor Controller Filtering Efficient execution Efficient Execution System for Software Agents Efficient Service Discovery electronic agents electronic business Electronic Business Architecture Electronic Business Card electronic business collaborations electronic business data Electronic Business Extensive Markup Language Electronic Channels Electronic Collaborations Brochure Electronic Commerce Electronic communication electronic component Electronic Component Information Exchange electronic components industry Electronic Content electronic conversations Electronic Data electronic definition electronic discussions electronic document Electronic Document Interchange electronic exchange electronic filing electronic form electronic health record electronic health record systems Electronic identification Electronic Information electronic information exchange Electronic information” on top Electronic Interchange electronic mail electronic marketplace Electronic Marketplaces Electronic Markets electronic medical record electronic medical records Electronic Medical Records functional requirements electronic messages electronic patient record electronic personal health record electronic record keeping electronic signature electronic signature mechanisms electronic transmissions electronic warfare equipment imaging radar element Element definitions element name element nesting element Template Elemental Substance Documentation elementary sentence elements elements for synchronization elevator speech elimination of redundancy emergency care emergency management health information emergency medical care emergency medical service units Emergency Response emergency response information emergency response training emergent properties emergent standards Emerging Technologies Emerging Technology Components Conference Emerging Technology Innovations in Software Component Development Emerging Technology LifeCycle Management Process Emerging Technology Subcommittee Emerging Vendor Landscape emerging web technologies Empirical frameworks Empirical Links empirical measures of quality for ontologies Empirical tools empty structures encoding weak artifacts encryption encryption of data End of schema end states end user end user data end user of changes End users end users in terms end value creation opportunities end-of-life end-user requirements endless loop engine number Engine type engineering design process Engineering Repositories Engineering Techniques English definition English Dictionary English sentences enough good philosophers enterprise enterprise applications Enterprise Architect Enterprise Architect Magazine Enterprise Architect Summit enterprise architects enterprise architecture Enterprise Architecture Artificial intelligence Enterprise Architecture Conference Enterprise Architecture Is Enterprise Architecture Management Enterprise Architecture Special Interest Group Subcommittees Enterprise Architecture Working Group Principles Enterprise architectures enterprise business enterprise capability Enterprise Data enterprise data architecture enterprise data assets Enterprise Data Integration — Identifying enterprise data management Enterprise Data Management Metrics enterprise data management vision Enterprise data sets enterprise data standardization strategy enterprise engineering Enterprise Engineering Program enterprise events enterprise events Enterprise Enterprise Framework Enterprise Glossary Enterprise Identifier enterprise Increase user competencies Enterprise Information Architecture enterprise information integration enterprise information interoperability architecture Enterprise Information Systems enterprise integration Enterprise Integration Portal/Data Exchange Network Pilot enterprise knowledge enterprise level Enterprise Ontologies Enterprise Ontology Enterprise Panel enterprise performance enterprise performance over time enterprise policies enterprise process capabilities Enterprise Profile Development & Maintenance Enterprise Enterprise Repository Enterprise Resource Management Systems enterprise resource planning Enterprise Resource Planning packages enterprise search technologies Enterprise Semantic Interoperability Enterprise Semantic Interoperability Revision enterprise software company enterprise software more Enterprise Standardization Enterprise Strategy Enterprise Supply Chain Unique Items Product Data enterprise system enterprise system architectures enterprise taxonomies enterprise transformation Enterprise Understanding enterprise view Enterprise Vocabulary Enterprise vocabulary system enterprise – [Tools enterprise-reference architectures enterprise-wide data model enterprise-wide management of data Enterprise-wide system interoperability problem Enterprise-Wide Taxonomy Enterprises Entity Asset Document entity class Entity concept Entity Data entity definitions entity extraction Entity for identification purposes Entity Relationship Diagram entity types entity without identity Entity-Relation entity-relation modeling Entity-Relationship entity-relationship diagram entity-relationship diagrams Entity” concept entries entry & exit entry date enumeration of diseases enumeration value Enumerative schemes environment environment for ontologies environment of data assets environment Software Capabilities environmental bodies environmental cleanups environmental contaminants environmental dangers environmental data environmental health environmental health vocabularies Environmental Information environmental protection Environmental Protection Agency environmental toxins environments Episodic Memory epistemology of identity equal terms equal weight Equilateral triangle Equipment Codes Equipment Identification equipment number Equivalence of Schema Documents equivalence relation Equivalence Test of Schema Documents equivalent Business Elements equivalent class equivalent diagram equivalent terms equivalent ways equivalents error handling Esophagus Left Phrenic Nerve Heart European Commission European Commission Project European Conference European contribution European countries European Standard European tax European Union European Union “information space Evaluating evaluation methods for generation evaluation criteria evaluation findings Evaluation of application interoperability evaluation of health services evaluation of price vs quantity evaluation of redundancy Evaluation of Transcription event analysis Event Framework event info packages Event ontology Event Planning Event Scheduling Event Spiritual event stream event structures Event Type evidentiary requirements Evolution & Design Evolution of standards Exception Constraints exception handling exceptional cases exchange exchange behavior in advance Exchange Business Exchange Common exchange component Exchange Customer Car exchange definitions exchange duality exchange file exchange information Exchange Language exchange model exchange of business data exchange of data exchange of data transaction exchange of information exchange of information following exchange of information on medicine prescriptions Brief name exchange of information Relevance exchange of Messages Exchange Ontology Exchange Package Exchange Package Consumer exchange packages Exchange Pattern exchange protocol Exchange Security Requirements exchange standards exchange terminologies exchanges of information exchanges of Messages exchanging business data Executable Code Executing business operations execution monitoring execution of web services execution timeline executive branch agencies Executive Director Executive Editors Executive leadership executive level direction Executive Order Executive Orders Executive Summary Background Executive Summit Executive Summit portion exhaustive enumeration expanded concepts expanded inferences expansion of partition propositions relations experimental approach Experimental Assessment experimental critical functions experimental data Experimental Economics Experimentation Environment Play experimentation strategy experimentation using expert domain input expert staff Expert System Typology Case expert systems expertise Expiration Date Representation Term explanatory material explicit aggregation explicit application-level semantics explicit bi-lateral Explicit database explicit declarations explicit definition explicit documentation explicit goals explicit guidance explicit knowledge explicit ontology methodology explicit propositions explicit recognition Explicit representation explicit representation of business semantics explicit representation of relations explicit representations explicit semantics Explicit Semantics Thesaurus vs explicit specification explicit standards explicit through ontologies explicit traceability explicit traceability link exploitation requirements exploratory activities exploratory initiatives explosion of knowledge export facility export method export phase export program export routine express anything Expression Data expression of business rules expression of Usage Rules expression Type expressive first-order logic representations expressive format expressive language expressive logics expressive meaning expressive model expressive notation expressive power expressive Problem expressive Second Order Logic expressive semantic models expressiveness Expressivity Expressivity Hubs expressivity of languages Extended architecture extended enterprise Extended Keys Extending Enterprise Ontologies extensible elements Extensible Enterprise Extensible Forms Description Language Extensible Log Format Extensible Markup Language Extensible Markup Language Forum extensible model-driven integration framework extensible product information exchange protocol Extensible Protocol Extensible User Interface Language Extension Adaptation extension attribute extension base extension element extension elements Extension Leverage extension methodology extension points extension symbols Extensions extensions of markup language Extensive Markup Language extensive semantics external applications External Classification external entities external information External Liaisons external material External Stakeholders Extract nouns Face Recognition facet facts failure recovery failure tracking faithful descriptions fallibility families of vocabularies fault lines fault tolerance feasible model features features of ontologies features of speech acts Federal Aviation Administration Federal Aviation Administration Business Process Role Purchaser Federal Chief Information Officer Federal CIO Council Federal Department federal drug terminologies Federal Employees Health Federal Enterprise Architecture Federal Enterprise Architecture Data Federal Enterprise Architecture effort Federal Enterprise Architecture Framework Federal Enterprise Architecture Management System Federal Enterprise Architecture Presentation Federal Enterprise Architecture reference Federal Enterprise Architecture Reference Model Ontology Federal enterprise Moderator Federal Enterprise Reference Model Ontology Federal experience Federal Geographic Data Committee Federal Geographic Data Committee’s work federal government federal health architecture federal health architecture maturity taxonomy federal health information systems federal information federal information management federal information security Federal Information Security Management Act Federal information systems federal level Federal lines of business Federal operations Federal organizations federal protégé Federal Register Federal Register Notice Federal requirements federal roles Federal Statistical Data federating ontologies Federation of registries Federation Requirements Federation Server Solution for deployment feedback administration feedback for assessment feedback loop feedback Services Fetal Heart Medias fidelity field field data field of mathematics field of microeconomics field of semantics file file containing file folder File Navigation file structure file system file system directory structure file systems File Tag file type file-sharing workspace files Filler Information Filtering Applications Filtering Engine Router Controller filtering mechanism filtering mechanisms financial applications financial arbitrage financial arrangements financial incentives financial industry financial information financial institutes financial institutions financial instrument Financial Management financial management systems financial model Financial Products Markup Language financial resources financial services Financial Transaction financing Fine-grain access finite set finite time Fire Airspaces Fire Areas Fire Operations Areas Firm delivery instruction code firmware upgrades first argument first class elements first class entities First Order First Order Logic first order logic semantics first order logical inference first order logical language First Order Predicate Calculus first-order axioms first-order logic first-order logic semantics first-order machine searching first-order ontology notation fixed form expressions Flat File Format flat lists Flexible Associations flexible data flexible data connections flexible discovery flexible exchange of information flexible framework flexible implementations flexible information flexible mechanism flexible methods flexible models of associations flexible representations flight anomalies flow of communications flow of critical knowledge assets flow of data flow of goods food aid Food Aid Example Delivery food chain Foreign Clearance Guide foreign keys form of subject form of taxonomy form of text Formal agreement formal annotations formal approval process formal classification formal common upper ontology formal deep ontologies formal language Formal Language for Business Communication formal language for terms Formal Languages formal linguistic structure formal logic formal logic systems formal methods formal ontologies Formal Ontology formal ontology analysis formal ontology analysis techniques formal ontology of properties Formal Ontology of Relations formal principles formal properties formal publication formal relationship formal relationships between topics Formal Rigidity Formal Role Attribution formal semantics formal specification Formal syntax Formal Taxonomies Formal unambiguous concept definitions Formal Upper Ontologies formal upper ontology formal vocabulary formalism formalisms Formality formalization formalization efforts formalization for extensions formalization of ontologies formalizations formally model domains formally registered equivalents format file format for submissions format ontology format specification format specifications format-conversion program formats formats for keys forms of abstraction forms of access Forms of Data forms of expertise forms of knowledge representation forms of messages forms of models forms of ontology to ontology mapping forms of words formulation of constraints formulation of data definitions Forward-Looking Standards foundation concepts foundational concepts foundational models foundational ontologies foundational ontology foundational principles Fourth Layer of Containment fragmented semantic dispersal framework Framework Description Indicator Framework for Ontology Registration framework for performance measurement free flow of information free form free text Index free text search friendly fire Friendly Fire scenario Front stage activities front stage scope front stage variance Fulbright Foundation Fellowship full first-order logic full implementation Full text Full-text Full-text search Function of scale Functional Annotation functional architecture requirements functional arguments functional definition functional deviations functional domain functional elements functional identifier Functional Identifier Intersection functional identifiers functional model functional ontology concept functional property Functional reference functional relationships functional requirements functional role functional scope functional set functional terms functionalities functionality functions fuzzy muddle Fuzzy Sets G Standard G to B G to C G to E G to G Game Theory Gap Analysis gap analysis report Garden of Eden design approach Gemini Infrastructure Intelligence Portal gene expression gene product gene product associations gene products gene sequences Genealogical Data generic class diagram Generic classification Generic classifier with feedback Generic Common Knowledge generic component generic Core Component generic Core Components generic data generic definitions generic entities generic framework generic level of abstraction generic Message Component generic Message Framework generic model Generic models generic part relation generic planning matrix generic principles Generic Process Pattern generic process pattern context agent generic representations of information generic rule generic statements generic syntax generic taxonomy generic types of data generic typing Generic user interface genetic algorithms genetic code-bearing sequence Genetic knowledge bases genitourinary system Genome annotations Genome Body Space genomic data genomic makeup Geographic Area of Interest Geographic Area of Interest Ontology Geographic Area of Interest Reference Ontology geographic areas Geographic Information geographic locations Geographic navigation geographic regions geographical region assignment geographically Informationintensive geometric entity geometric knowledge geopolitical region global business Global Business Collaboration global code list global commerce global communications global competition global economy global electronic marketplace global element global identifier global identifiers global information global information grid Global Justice Global Justice Information Sharing Initiative global scale global security Global Services Global Specification global trade Global Trade Identification global trade identifier global value chain Glossary Governance Components governance framework governance of data artifacts governance process Governance Reference Model Overview governance strategies Governance Structure Governance Subcommittee governance topic government government agencies government agency government business areas Government code Government Communities of Practice government community Government Data Government domains government employees government enterprise architecture Government Enterprise Architecture Framework government enterprise architecture to things government enterprises government funding agencies Government information government information indexing Government information sharing Government Information Working Group Government Line of Business government lines of business government officials government operations government operators government organizations government person Government perspective government role government sector government solutions government sponsors government work governmental activities Governmental Organisations gradient tree boosting graduate program graduate study grammatical elements grant proposals grants management Granularity Message Modelling Guidelines granularity of contents Graph Format Graphic Communications Association graphical browsers graphical depiction graphical elements Graphical Game graphical interaction modes graphical interface graphical knowledge representation notations graphical knowledge representations graphical notation graphical notations graphical presentation graphical representation graphical simplification graphical user interface Graphics Graphics Markup Language grass roots grassroots mode Grid Computing Grid Services Grid Table Grid View grind information Ground Rules group certification group health insurance program Group meeting group members group participation Group registry groups growth in ontology development guidelines HCBC Handbook on Ontologies hard-coded software development harmonization of procedures harmonization of standards Harmonization of synonyms hash algorithms Hazardous Item header Header Batch Detail Summary header identification Header Message Identification Header Message Identification Batch health Health Administration Health Administration Information Resource health care Health Care Brief name health care community Health Care Competitive Strategies health care continuum Health Care Draft Working Paper Health Care Enterprise health care information health care information technology standards Health Care Infrastructure health care organizations health care providers Health Care Technology health care value chain raise Health concept representation health data health data standards health delivery areas Scenario health domain ontologies health enterprises health group health information health information exchange health information exchange architecture health information exchange interoperability health information exchange projects health information infrastructure health information network Health Information strategies health information systems Health Information Technology Health Information Technology Framework health information technology initiatives health information technology market health information technology policy health information technology standards Health information technology standards initiatives health infrastructure Health initiative health insurance Health Insurance Portability health ontologies health ontology information health ontology project health providers health risks health standards Health Statistics health status health status monitoring health terminology Health Thesaurus health vocabulary standards health-care system for purposes health-care workers in guideline-directed therapy healthcare administrative information healthcare communication healthcare community Healthcare Delivery Healthcare Document Healthcare document format healthcare documentation healthcare documents healthcare domain Healthcare domain specific semantics healthcare enterprise healthcare enterprise program healthcare enterprises healthcare environments healthcare findings healthcare framework Healthcare Identifier healthcare industry healthcare information Healthcare Information Framework Healthcare Information System Architecture healthcare information systems healthcare institutions healthcare messaging system healthcare multimedia report systems Healthcare ontologies Healthcare operations healthcare organization healthcare organizations healthcare provider organization healthcare providers healthcare public key infrastructure healthcare record healthcare record communication healthcare services healthcare standards healthcare supply-demand chain healthcare system healthcare systems healthcare works heavily used ontologies heavy transport vehicle heterogeneous data Heterogeneous database problem heterogeneous information heterogeneous sources hierarchical arrangement hierarchical classification of things hierarchical code hierarchical database modeling hierarchical databases hierarchical description hierarchical directory listing hierarchical messages hierarchical nature hierarchical ordering hierarchical parent-child relationship hierarchical reasoning hierarchical relations hierarchical relationships hierarchical sequence Hierarchical structure hierarchical structure of relationships hierarchical structures hierarchical taxonomy hierarchies Hierarchy hierarchy of abstractions hierarchy of classes hierarchy of information hierarchy of ontologies hierarchy of things high fidelity data High Impact Flexibility high level architecture high level Class diagram high level design high level of trust high level structure High normalization High Performance Knowledge Bases high performance processing high quality ontologies high quality software libraries high semantic value High Syntactic Interoperability high throughput techniques high-level categories higher normalization higher order form higher order languages Higher Order Logic higher order processing higher order role Higher Semantics hmanufacturing supply chain home healthcare homeland security Homeland Security Intelligence Operations Horizontal expansion horizontal linkages horizontal service areas horizontal swim-lane Hospital hospital information systems Hub hub ontology hubs human accessibility human aggregation of information human artifacts human assistance human behavior human brain Human Capital Human Capital Management human coding steps human cognitive schema human communication human comprehension human concept level human conceptual level Human dialog human dialogue human editors human effort Human expressiveness Human Factors human filtering human genes human genome Human Genome Project human input Human Interface Architecture human interpretation human intervention human language human languages human level interaction Human Organization human reasoning Human Resource Human Resource Management Human Resource Ontology Fragment human semantic interpretation human semantic level interaction human semantics Human Services human supervision human understanding human users Human-Computer Interaction Hybrid Expert Systems hybrid model Hybrid Reasoning System hybrid reasoning systems iconic knowledge ID Number identifiable health information identification data identification number Identification of Domains identification of Messages Identification Phase Identification Principals identification purposes identification tag Identifier Identifier Code Identifier Code List Identifier Code List Scheme Identifier Customer_ Party Identifier Date Time Identifier Description Identifier Equipment Identifier Identification Scheme Identifier Identification Scheme Data Identifier Indicator Identifier Item Identifier Language Identifier Location Identifier Organisation Identifier String Identifier Table identifier uniqueness Identifiers Identity criteria Identity documents Identity Management identity number Identity Reference Reference identity theft illness classification ontology illness classification ontology system Illocutionary forces image Image Annotation Tool image files image information Image searches immune disorder tree immune mechanism Impact Factor Impact of Enterprise Architecture Impact of Enterprise Governance impact on privacy impacts implementation implementation approach implementation certifications Implementation Conventions implementation delays implementation experience implementation flexibility Implementation guidance implementation guidelines implementation of policy implementation of security implementation of semantics Implementation Phase implementation process implementation recommendations implementation requirements Implementation Strategies implementation strategy Implementation Support implementations implicit action implicit assumptions implicit definitions of terms implicit knowledge implicit meanings implicit terminology implied form implied inferences implied semantics import function import method import program import routine importance of ontologies importance of ontology importation importation process importation program incentive systems incompatible ontologies incompatible upper level concepts inconsistency in data definitions inconsistent financial transactions inconsistent implementation of standards inconsistent information systems independent hypothesis generation Independent Syntax Index Terms indexes Indications indicator C Indicator Measure Indicator Priority Associations indicator specifying Indicator Transport indicators Indicators Measures Security & Privacy Context indices Industrial Engineering industrial groups industrial partners industrial revolution industrial software conformance industrial standard industries industry Industry Classification industry classification systems Industry Context Industry Context Definition industry data sets industry grouping Industry Initiative industry interoperability industry organisations industry partners industry registries industry sector industry sectors Industry Segment industry standards industry term industry terminology standards industry to industry infections inference inference among concepts inference capabilities inference closure inference engine Inference engines inference for facts inference layer Inference Modeling inference rules inference techniques inferences inferences about relationships inferences on topic matters inferring transitive relationships Inferring Transportation Routines inflection points informal classification informal classification methods informal description informal hierarchies informal knowledgerepresentation system informal ontologies informal ontology informal taxonomies informal taxonomy informal templates information information access information access privileges information aggregation information analysis information arbitrating information arbitration Information Architecture information asset information assets information base information cataloging information categories information class information classes information collection Information Communities information components information consumer information content Information Discovery information domains information engineering information engineering tool information entities information entity information exchange Information Exchange Data information exchange methods information exchange standards information exchangers information exchanges Information Extraction Information flow Information Fusion Information harvesting information hierarchy Information Infrastructure information infrastructures information integration information interchange information interoperability Information looping information management information managers information model information modeler information models information network Information Objects information organization information overload information perspective information presentation Information Products Information Reference Model Information registration information relevance Information Repositories Information Request information requirement information requirements information resident information resources Information Retrieval information retrieval systems Information Science information science perspective information sciences information scientists Information Security Information Semantics Information Services information sharing information sharing capacities Information Sharing Framework information sharing governance Information sharing requirements Information Sharing Support information similarities information source information space Information Standards information stewardship information structures information suppliers information system information systems information technologies Information Technology information technology professionals information technology strategies information theories information theory Information warfare infrastructure infrastructure capability Infrastructure Committee infrastructure components infrastructure development infrastructure for health information technology infrastructure interdependencies infrastructure investments Infrastructure Management infrastructure platform Infrastructure Product Infrastructure Software Engineering Modeling Infrastructure Support infrastructures inheritable relation inheritable relations Inheritance Inheritance of features inheritance of instance relations inheritance of properties initial ontology Initiative Process Representation initiatives Innovation diffusion Innovation Pipeline Innovation policy input input arguments input file input process inside firms inside participation insight insightful quote insights into market directions insistence of Mike instance instance data instance data constraint checking instance declaration instance declaration block instance design instance frame instance instance Instance Network Inspector instance pane instance parent instance proposition instance relations instance-level assertions Instance-level propositions instances instances of classes Instant Messenger Associations Institute for Systems Research Institute of Enterprise Transformation Institute of Medicine institutional biases institutional incentives institutional systems Instructional Management Systems insurance claim insurance coverage Insurance Industry insurance providers integrating repositories integration activities integration approach integration complexity integration Component integration Data Integration integration efforts integration engineer integration framework Integration Hub Integration Interoperability Data Integration Interoperability Scale integration modes integration of business systems Integration of information integration of systems integration of topic maps integration semantics Integration Specification integration standards Integration Support Integration Support Contract integration technologies integrative terminology integrity constraints integrity of clinician practice integrity of data Intellectual Asset Resource Class Intellectual Asset Value intellectual assets intellectual capital intellectual content intellectual properties intellectual property intellectual property rights intellectual thread intelligence Intelligence Agency intelligence analysts Intelligence Area of Interest intelligence areas of interest Intelligence Community intelligence data intelligence database Intelligence databases Intelligence discipline Intelligence domains intelligence information intelligence organization Intelligence Targeting Guide intelligent agent capabilities intelligent agent interoperability intelligent agents intelligent behavior intelligent computer systems Intelligent Control Intelligent Domain intelligent entities intelligent handling of information intelligent information discovery systems Intelligent Information Management Intelligent Information Use Intelligent Knowledge Management Techniques intelligent matching Intelligent Meeting Recording intelligent part number intelligent phone number intelligent queries intelligent query intelligent reasoning intelligent reasoning capabilities intelligent search intelligent search techniques Intelligent searches Intelligent semantic information retrieval & search Intelligent Systems Intelligent Views intended meaning intended meanings intended semantics intent intentional agents Interaction Model Interaction Ontology Interactive Discussion Session Interactive Financial Exchange Interagency Committee on Government Information interagency discovery Interagency Report interchange agreements Interchange Format interchange of information interchange of knowledge interchange syntax interconnecting domain ontologies Interest Group interface interface activities Interface Definition Language Interface Developers Interface Model interface paradigms Interface Service Discovery Universal Description interfaces interfaces to data intergovernmental collaboration Intergovernmental Committee on Government Information Intergovernmental Data intergovernmental exchange of data Intergovernmental Services Emergence Intergovernmental settings Intergovernmental Solutions Interim Meeting intermediate data intermediate Query Point Intermittently Connected Devices internal binary formats internal classes internal control specification internal data schema internal database Internal Functions Business Areas Line Processes internal Lines of Business internal logic Internal Medicine internal model internal operations internal reasoning internal reasoning capability internal representation Internal Revenue Service Internal Subject Matter Experts internal tasking International Affairs international approach International Classification international classification of diseases International Collaborative R&D international community international conference international currency code International Development Markup Language international governments International Health Continuum International List of Causes of Death International Protégé community International Protégé Conference international semantic standardization international standard International Standard Industrial Classification International Standardization Organization international standards International Standards Organization International Statistical Congress International Statistical Institute International Symposium international text processing standard international trade international transactions International Workshop interoperability Interoperability across systems interoperability architecture interoperability errors Interoperability Framework Interoperability Framework Specification interoperability goals interoperability in health systems interoperability mapping interoperability of health information technologies Interoperability opportunities interoperability problem interoperability problems interoperability requirements interoperability standards Interoperability Testing Services interpretable form interpretable representation of knowledge interpretable semantics interpretable structural convention interpretation Interpretation Continuum interpretations of intent interrelated taxonomies interrelationships between entities interval of time Intuitive Filters Taxonomy invariant rules invariant structure invariants inventory constraints inventory item attribute Inventory Matrix inventory of recreation assets inverse function inverse properties inverse relation investigative bodies invoice invoice amount Invoice Header Item Detail Item Details item identifier item information item level Item Markings Item Number item Part item price discount item specifications Item Summary items iteration iterative decision jar file jargon Java Java class Java code Java Data Base Connectivity Java framework Java jar file Java objects Java programming language Java Server Jet Propulsion Laboratory job assignments job description job Face recognition Joint Action Model Joint Action Part of System Joint Action System Joint Actions joint agreements joint air operations Joint Air Operations mission joint funding joint initiative joint outcome Joint Tactics Joint target Joint Target List Joint Terrorism Task Force Joint Workshop Journals Enterprise Profile Creation K base K classes key objectives Keyword List Keyword Search keyword searches keywords KIF killer application knowledge Knowledge Acquisition knowledge across domains knowledge among members knowledge architecture knowledge artifacts knowledge availability knowledge base knowledge base development knowledge bases knowledge capabilities knowledge capture Knowledge Capture Knowledge Knowledge Capture Most tools Knowledge Classification knowledge classification systems knowledge classifications Knowledge Classifications Systems Knowledge Collection knowledge currency Knowledge design intent Knowledge Discovery Knowledge Discovery Intelligent Agents Knowledge Discovery Machine Learning knowledge domain knowledge domain space knowledge domains knowledge elements knowledge elicitation Knowledge Engineering knowledge engineering for domains Knowledge Engineering Review knowledge engineers Knowledge exploitation knowledge exploration knowledge flow metrics knowledge flows knowledge gardening Knowledge Hierarchy knowledge hoarding Knowledge Infrastructure Knowledge Interchange Format knowledge languages Knowledge level cookie shipment commitment Knowledge Machine knowledge maintenance tools knowledge management knowledge management community Knowledge Management Human Capital Management Knowledge Management Information Knowledge Management Linking knowledge management professionals Knowledge Management simulators knowledge management statistics knowledge management systems knowledge management work Knowledge Management Working Group Knowledge map knowledge maps knowledge mining Knowledge modelers knowledge network knowledge performance support systems knowledge processing Knowledge Provenance knowledge repositories knowledge repository knowledge representation Knowledge Representation Characteristics Knowledge Representation Dimensions knowledge representation language knowledge representation model knowledge representation notations Knowledge Representation Numeric knowledge representation primitives knowledge representation principles knowledge representation standards knowledge representation systems knowledge representation techniques knowledge representation technologies knowledge representations Knowledge Share Knowledge knowledge sharing Knowledge Source Server knowledge sources knowledge structuring relations Knowledge Systems knowledge techniques knowledge technologies knowledge technology communities knowledge test Knowledge Transformation knowledge utilization Koala Bean Markup Language lab test results label label value laboratory environment laboratory findings laboratory information laboratory information systems laboratory integration of software components laboratory interventions Laboratory Medicine laboratory messages laboratory perspective laboratory subset laboratory technicians Laboratory test order Laboratory test result language language design Language Development language differences language expressivity Language Formality Language Identifier language independence language level mismatches Language Ontology language parsers Language Representation language technology languages large ontologies large scale ontologies Large Scale Ontology large scale ontology initiatives Large scale ontology project Large Scale Ontology Projects large-scale interoperability lateral association law enforcement law enforcement organization laws of inference layering ontology layout conventions learning learning integration framework learning management systems learning problem learning research legacy data legacy data sources legacy database legacy database schema legacy databases legacy elements legacy mining legacy systems legacy taxonomies legal acceptability Legal Considerations legal context legal documents legal domains legal entities legal implications legal issues legal jurisdiction legal language legal meaning legal ontologies legal reasons legal relations legal risk Level of Authoritativeness level of formality level of interoperability level of maturity level of Message Components level of Message Constructs level of software readiness level of trust levels of abstraction levels of aggregation levels of alignment levels of containment Levels of Interoperability Lexical resources lexical semantics Lexical tools Lexical Variant Generation Lexical Variant Generation program lexical variants lexical variation lexicons Library card catalogs library card catalogue schema library of components Library of Congress classification system library of core components library of ontologies life cycle management life-cycle management Light Weight Directory Access Protocol light-weight limitations in ontology tools Limited Information Exchange Domains Limited organizational utility Line of Business linear logic Lines of Business Lines of Businesses Linguistic Data linguistics linguists Link Analysis Linkage Ontologies linkages Linkages between Topics Linnaean taxonomic nodes Lister Hill National Center Lite Class Axioms Literal Predicate literal string literal strings Liturgical Markup Language Live content Indications local government local government business local governments Local Interaction Model Local Search Local Semantic Expressivity Location Identification location identification code Location Information Transactions logarithmic portions Logic Logic language logic languages Logic Mappings logic of relations logic programming Logic Spectrum logic statement logical axioms logical categories logical communication problems logical communication requirements Logical Connectives logical constructs logical data Logical Data Model Logical Design Logical Design activities Logical Entity Flow logical entity level logical equivalent logical errors logical expression Logical expressions logical extension logical formality logical foundation logical grouping of goods logical grouping of information logical groupings logical implications logical inference logical inferences logical information logical inheritance logical language logical languages logical list logical manner logical meanings logical migration logical model logical models logical names Logical Observation Identifiers logical ontology structure Logical Operators logical problems logical relation logical relations logical relationships logical relationships of entities logical representation logical restrictions logical rules logical set logical structure logical structures logical system logical systems logical theories logical theory Logical Theory Thesaurus logical transformations logically sound ontologies logistic unit Logistical Trust longevity of investments loose connections loose coupling loosely coupled ontologies loosely related terms looseness Lower Levels of Framework lower ontologies Lower Ontology lower order data models M Funding M-M machine inference Machine Inference Permission machine interaction machine interpretable information machine interpretable properties of concepts machine interpretable semantics machine interpretation Machine Learning machine learning algorithms Machine learning framework machine learning techniques machine manipulation Machine Manufacturing machine processing machine rigor machine translation machine usability Machine-Methodology machine-readable sources machine-understandable documents machines Magnetic Resonance Imaging Mail Address Line mail application Mail delivery Sub Location mail messages mail relay mail relay component mail retention mail systems mailing list mailing list highlighting main stream applications main stream organizational form mainstream delivery of care mainstream delivery of health care mainstream ontologies maintainable ontologies maintenance of data elements maintenance of data security manageable level of detail management context management improvement initiatives Management Information Sciences Management Of Complexity management of data Management of Government Resources management of information assets Management of Information Systems Management of Innovation Management of Semantics management of services management process Management Review Management Scenarios Management Science management services Management Strategy Management Support management tool management tools manifests manual aggregation manual analysis manual modification manually replicate manually tag Manufacturer Code Manufacturer Enterprise Manufacturer of goods Manufacturer Party Identification Manufacturer Seller Language manufacturers identification Manufacturing Interoperability Research mapping mapping across data mapping domain ontologies Mapping Engine Mapping Language Expressivity mapping multiple ontologies mapping of concepts across domains mapping of ontologies mapping ontologies mapping performance Mapping Performance Characteristics mapping project Mapping Relations mapping representations mapping upper ontologies mappings mappings of data elements marine transportation market market adoption Market conditions Market Design Market Engineering Market Engineering System Market Engineering Workbench market exchanges market infrastructure market innovation market insights market opportunities Market outcome Market Practice Market Practice independent Message market recognition markup Markup for web pages Markup Language markup language constructs markup language development markup languages markup structure markup syntax markup tools master data master data dictionary material handling devices materialization Materialization of Claims mathematical logic Mathematical Markup Language mathematical subset relation mathematical tools mature ontologies Maturity Knowledge Maturity Methodologies maturity of business ontologies maximum expressiveness maximum interoperability maximum re-use meaning of concepts meaning of data Meaning Pragmatics meaning requirement meanings meanings of concepts meanings of data meanings of terms meanings of things meanings over time measures measures of quality measures of quality for ontologies measures of uncertainty mechanical devices mechanical gears mechanical-device media media channel media coverage media independent media programs Mediate Interactions Mediation engines Mediation of Information mediation servers medical application medical care medical care crisis medical care delivery system Medical Center medical claims medical community Medical Decision Support Systems medical delivery system Medical device communication Medical Device Communications Medical device interoperability medical devices Medical Enterprise Ontologies medical environment medical errors medical image interchange Brief name medical image management devices medical images with security medical information Medical Information Bus Standards medical information exchange medical information system medical information systems medical insignia medical insurance Medical Knowledge Systems Medical Language System medical ontologies Medical Ontology Research medical participants medical percentage medical practice Medical Practitioners medical procedure medical providers Medical Record Medical Record Information Communication Medical Record Information Institute of Medicine medical records medical research medical school medical student medical system Medical Systems medical transcription medical use case medicine Meeting Ontology Meeting Recording meetings meetings minutes Member Participants Member Researchers Member Roles Message Message Activity message as default currency Message Assembly message component Message Components Message Concept Dictionary Item Message Concepts Message Construct Message containing message content message context message converter Message Definition Message Definition Diagram Message Definitions Message Design Message Design Guidelines Message Design phase Message Element Message Element name Message Elements Message Flow Message Flow Diagram Message Flows Message Format Message Framework Message Frameworks Message function code Purchase Order_ Document Message Functionality Message granularity Message header M Message Header Message Identification message hierarchy message information identification message interchange message level message M Message Map B message model Message Modelling Message Modelling Principles Message Modelling Principles Version message models Message name Message Office Ontology Extension Message re-usability Message representations Message Rule Message Rules message Search List Message Service Specification message set message sets Message Specification Message Specifications Message Standard message standards message stream message structure Message Syntax Message trailer M Message Type Message versions Messages Metal working machinery metal-milling equipment metal-turning equipment metaphors metastatic disease Method Code Payment Method Code Transport method for ontology mapping method of classification method of shipment method of transport methodologies methodology methodology for extensibility methods Industrialization Services methods of classification methods of information collection methods of operation metrical maps metrics metrics for harmonization metrics for ontology selection Middle ontologies Middle Ontology middle tier migration path migration plan military capability military context military domain military domains military environment military intelligence analysts Military Intelligence Database military ontologies military operations military perspective military research military significance military technology superiority Millennium Project minimum information capabilities mismatches mismatches in syntax missing data entities Missing Domain mission effectiveness Mission Focus Mission Folder creation mission operations mission perspective mission problem mission requirements Mission Statement Mission Success mission support capabilities Mission Systems mission test case mission use case mission use case implementation mission-critical technology missions mobile access mobile authentication modal interaction modal logic Modal operators Modal Policies Modal Policies Application Modal Propositional Logic Modal Mode of Delivery model model centric perspectives model concepts model construct model constructs Model Data Model Definition model domains Model Driven Architecture Model Dynamics model entries model exhibits model for registration model for representation of information Model Keys model library model management Model Mapping Model Ontology model quantification Model Representation Model Service model standards Model Subsets Model Syntax model validation modeling modeling language modeling language annotation modeling languages modeling tools Modelling Methodology models modularity Module declarations modules monolithic ontology monotonic logic Monster plans Mortgage Bankers Association movement trajectories Multidisciplinary design Multidisciplinary Design framework Multilateral Interoperability multilingual support multimedia capabilities multimedia communications systems multimedia files multimedia information exchange Multimedia Integration Language multimedia presentation planning multiparty business multiparty collaborations Multiparty collaborations often benefits multiple forms of syntax multiple hierarchies multiple inheritance multiple languages multiple layers of redundancy multiple Message Components multiple parents multiple registries Multiple Steps multiple systems Multiple Taxonomies multiple trees Multiple Types multiple upper ontologies Mutual Disambiguation mutual interdependencies mutual understanding mutually binding interaction N-B Name Agreement Name Interoperability Name Management Name Specification names of classes Names of Concepts Names of relationships between classes narrower term narrower term reference narrower terms National Cancer Institute national center for ontological research National Coordination Office National Coordinator National Coordinator for Health Information Technology national Coordinator of Health Information Technology National Defense Research Institute national health information infrastructure National Health Information Network National Health Information Network Ontology national health information policy National Health Information Technology Coordinator National Indicator System National Infrastructure National Library of Medicine national mapping project National Park Service National Patient Safety Network National Science Foundation national security National Security Conference national system creating Nationwide Health Information Network native context native databases native graphical modeler native language native procedure call native processes native repository native system native systems natural language natural language interaction Natural Language Processing natural language representations Natural Language Understanding natural language understanding analysis Natural Language Understanding Analysis Methods natural science ontology Natural Taxonomies Natural Taxonomy natural-languages naval operations Naval Postgraduate School Navigation Functionality navigation planning Negotiating agreements Negotiation Phase Net Architecture net wars Net-Centric Warfare netcentric approach netcentric defense capabilities netcentric environment netcentric outputs netcentric policies Network Architecture Network Dynamics Laboratory Network Inference Network Inference queries Network Inference query capabilities Network Inference tool set Network Inference tools Network interoperability network protocol network storage vendors networks networks of concepts networks of connections networks of relations neutral interoperability neutral languages neutral service neutral services neutral standards news distribution channels news headlines News Industry Text Format Next Generation architecture next generation architectures node node breaks node core taxonomy node documentation node name Node Relationship node type node value nodes nomenclature nonstandard knowledgerepresentation system normal classes Normalization normative list of business processes normative Mappings Normative Ontology Normative Primitives normative schema language normative-form schema design notation notation for taxonomy categories notation system notations Notional Ontology notions noun noun entity extraction noun phrase extractors nuanced statement Numeric Associations numeric characters Numeric Code numeric conformance Numeric Value Object Access Protocol object attribute facet method object attribute facet value object attribute value object class object class associations Object Class List Object Class Property Term object class qualifier Object class term Object classes Object Communication Object Computing Conference Object Constraint Language object database Object Definition Language Object Facility object flow line object identifier Remark Object Management Group Object Management Group offers Object Methods Object Modeling Object parts object pattern object properties Object Server object structure object with parts objective measure objectives obsolete knowledge Occurrence Constraints Occurrent Continuant occurrent objects OCR office applications office components Office Core Ontology Office domain office environment Office of Technology Assessment office with printouts of thousands of web pages Official Constraint Official constraints official data official seals official stamps offsets Omnidirectional Video One Stop information One Stop initiative Online Geometric Optimization Online Query Relaxation Ontological Analysis ontological approach ontological choices ontological class instance ontological commitment ontological commitments ontological completeness ontological components ontological concepts ontological data ontological decisions ontological development ontological distinctions ontological diversity ontological elements ontological engineering ontological engineering approach ontological engineering community ontological engineering effort ontological engineering methodologies ontological engineering product ontological foundation ontological foundations ontological foundations of commitments ontological information ontological misalignments ontological models ontological perspective ontological reasoning ontological registries ontological relations ontological research ontological research national center ontological structures ontological work ontologically sound infrastructure ontologie ontologies ontologies for data integration ontologies in medicine ontologists ontologjies ontology ontology analysis Ontology Application Ontology Applications ontology approach ontology architecture ontology browsers ontology builders ontology building ontology building tools ontology business ontology categories ontology category ontology choices ontology class instance ontology collaboration model ontology commitment ontology communities ontology community ontology completeness Ontology Components ontology composition ontology concepts ontology conceptual model Ontology Consortium ontology content ontology context ontology creation ontology data ontology decisions ontology definition ontology definitions ontology design ontology design time ontology designers ontology developers ontology development ontology development environment ontology development methodologies ontology development project ontology development system ontology directories ontology discussions ontology distinctions ontology diversity ontology editing tools ontology editor ontology editors ontology elements ontology engineering ontology engineering approach ontology engineering community ontology engineering effort ontology engineering methodologies ontology engineering products ontology engineers ontology entities ontology evaluation criteria ontology evolution ontology extensions ontology extraction ontology federation ontology formation ontology foundation ontology hub ontology inference layer ontology information ontology infrastructure ontology integration ontology language ontology language services ontology language use ontology languages ontology libraries ontology library ontology linking ontology maintenance ontology management ontology management system ontology mapping ontology mapping approaches ontology mapping practitioners ontology matching ontology matching practitioners ontology merging ontology methodology ontology metrics ontology misalignments ontology model ontology modeling ontology modeling tools ontology models ontology names ontology notation ontology of classes ontology of documents ontology of names ontology of obstacles ontology of properties ontology of relations ontology of time ontology perspective ontology perspectives ontology policies ontology processes ontology project ontology prototype ontology provenance ontology query ontology R&D ontology reasoning ontology references ontology registration ontology registries ontology registry ontology relations ontology replenishment ontology representation ontology representation languages ontology research ontology research and development Ontology Research Group ontology reuse ontology software ontology source connectors ontology sources ontology specification language ontology standards ontology strategies ontology structures ontology techniques ontology to ontology mapping ontology tool ontology tools ontology training ontology updates ontology usage ontology user ontology users ontology validation ontology visualization ontology work ontology-definition languages ontology-development open applications open architecture open architectures open biological ontologies Open Biomedical Ontologies Consortium Open Catalog Protocol open collaboration open collaboration approach open collaboration model open communities open consensus integration standards open content license open content syndication open data standards open directories Open Directory Project Open Financial Exchange Open Information Model Open International Forum on Business Ontology open knowledge base Open Knowledge Base Connectivity Language open knowledge base connectivity protocol open ontologies Open Settlement Protocol open software Open Software Description Format open source open source approach open source collaboration open source development open source developments open source model open source ontologies open source ontology development open source ontology tools Open Source Project open source software open source technology open source tools open source work open standards open standards development Open Trading Protocol open virtual enterprise Open World Assumption open-source software open-source technology open-source work operation element operational database operational database schema operational databases operational domains operational efficacy operational environment operational improvement operational need operational needs operational representation operational show stopper operational test operational usage operational use operational “information map operationally experienced experts opportunities for collaboration opportunities for reuse opportunity for extensibility Optical Character Recognition optical supplies Optional Code List Optional Code List Scheme Optional elements Optional Language Oracle data classes Orchestration Ontology order Order Acknowledgement Order Change Order Date order document order entry order form Order Header order information Order Line Reference Order Management System order processing type Order Reference Order Response order transaction Order Transaction Code order transmission Ordering System organization organization competencies organization context organization controlling organization hierarchy Organization Name Organization Science organization to organization services organizational agents organizational boundaries Organizational chart organizational construct Organizational Coordinate Organizational costs organizational data Organizational Documents Organizational Form organizational hierarchies organizational history organizational interactions organizational level organizational mechanisms organizational obstacles organizational performance organizational policy Organizational Relationships organizational structure organizational structures organizational utility organizational value organizations outbound relationships outcomes Outcomes for Consumers outcomes management output output actions Output Technologies overhead cost of data inconsistency overloading subsumption OWL ownership of codes package level Package type description code packages Packaging Code Packaging Information Price Summary Packaging Instruction Code Aircraft Packaging Instruction Code Packaging pairs of concepts Panel Discussion Panel Members panel of speakers Panel Session Panel-Discussion paper form paper records paper-based information workflow Parametric knowledge parasitic diseases parent class parent entity parent hierarchy topics parent message component parent nodes parent object parent relation parent restriction parent term parent topic parent type parent-child parent-child pair parent-child relationship parent-child relationships parser parsing Part and Whole part hierarchy part name Part Number part number assignment part number using Part of e part of government part of Interaction Part of speech Grammar rules Context Part of System Part Ordering System part orders part predicate Part Product Globally Unique Identifier Part Product Manufacturer part relationships Part Spare Part Item Part Spare Part Item Packaging part specifications partial functional flow partial integration partial knowledge Partial Object class term partial path partial solution partial temporal ordering Participant Interaction Modeling participants participation Particle Accelerator parties partition proposition Partner Implementation partner roles partner selling merchandise Partner Service Component Reference Model partnership involving data parts Parts Procurement System Party Contact Class Definition Party Details Party Quote Party selling merchandise Party selling spare party solutions party types Patent & Trademark Office patent protection patenting service Pathologic Function patient patient care patient care delivery patient connected devices Patient Doctor patient encounters patient health patient identification management Patient identifiers patient illnesses patient medical record information patient problems patient quality patient record patient record system patient record systems Patient Referral Patient Safety patient safety quality of care patient safety standards patient suits patient visit patient-centric systems patients pattern matching pattern matching rules Pattern Recognition patterns patterns of similarity Pay for performance pay-for-performance Payer Alliance Payload Definition Payload Definition Identifier payloads payment card Payment Card Property Term payment instructions payment labor payment method Payment System Payment Systems Peer-to-peer N-Tier Architecture people performance performance accountability performance area performance areas performance artifacts performance attributes performance characteristics of data performance goal performance improvements performance issues Performance Measurement performance objectives performance of business processes performance of speech acts Performance Reference Model performance standards Performance Support Systems Periodic mappings periodic updates permanent identifiers persistent assistant Persistent Meeting Assistant Persistent Objects persistent semantic web person Person data Person Description Person ID Person identifier person name Person Property term Person Qualifier term person searching Personal Assistant personal assistant agents Personal Assistant Domains Personal Assistants Personal Briefing Assistant Personal Cognitive Assistant personal computer Personal Health personal health care decisions personal health information Personal Health Information Exchange personal health information systems personal health records personal information Personal Information Integration personal network of friends Personal Preferences Personal relationships personal taxonomies personal view Personnel changes Personnel Management pervasive relationship in ontologies pervasive representations Petroleum Factory Phantom Works pharmaceutical companies pharmaceutical research pharmacodynamics phenotypic expression Philosophers Philosophical Notions philosophy Phone Books phone line phone line level taxation phone number phones on mute photo-tagging capabilities physical airspace physical airspaces physical basis physical carrier Physical Categories physical characteristic physical characteristics physical data physical data representation physical data stores physical entities physical evidence physical implementation physical management physical models Physical Object physical objects physical programming physical property Physical Quantities physical reality physical representation physical separation physical space physical-parts physicians pilot pilot application with source code using pilot program Pilot Program Elements pilot programs Pilot Project pilot projects pilots pivot table place place holder Place of Event Place of receipt Place Order Place Order Process planning planning technologies platform independent Platform neutral plug-ins point in time point of care point of entry point of impact point of need point of use Point-of-care point-of-view Point-to-point point-to-point data police Police Chief Police Investigator Police Officer police report policy policy attention policy barrier policy board Policy Challenge policy changes Policy Content policy decision support tool policy developments policy language policy level debates policy makers Policy management policy proposals policy requirements policy setting policy statement Policy Statistics policy-makers political boundaries political campaigns Political Context political ideas political movements political’ pressures poly-hierarchy poor content aggregation Portable Ontologies Portable Ontology Specifications Portable Process Language Portal Markup Language Position Paper Positive existential subset Positron Emission Tomography Post Code Post Code identification Post Office Box max Post-Actualization Post-conditions power user expectation power users practical analysis practical applications practical knowledge practical knowledge representation practical meaning practical steps practical use practice practitioners precedence rating precise meaning precise reasoning Precise specification of rules precise understanding precision precision recall precondition name Preconditions predicate Predicate Calculus Predicate Logic Predicate look Predicate Method Assertion Predicates predictable structures Predictive Model Markup Language Predictive Process Engineering predictors Preprocessing techniques prescription Prescription Drug prescription Rx prescriptive components Present Generation Capability Presentation Architecture presentation customization Presentation Goals Presentation Models presentation syntax President’s Information Technology Advisory Committee President’s Management Agenda Price Amount price break information Price Break Quantity range price deflation price erosion price list Primary adrenocortical insufficiency primary care primary care physicians primary classes of data Primary Contact Primary Contributors primary functions primary physician primary present interest Primary Representation primary representation term primary role primary types of classification primary users Primer primitive concepts primitive data primitive type Primitive Type Card Principal Investigator principles of knowledge representation Priority Code Priority predictor priority tasks privacy privacy concerns privacy considerations privacy differences privacy implications privacy issues Privacy Loss privacy policies Privacy Profile privacy requirements Privacy Security private private private private Private private private private private private private private private industry investment keys organizations ownership parties partnership research institutions sector sector competition sector efforts sector stakeholders sectors Probabilistic Models problem areas Problem Categories problem context problem domain Problem List problem spaces problem statement Problem Statements problem-solving processes problematic logical structures problematic structures problems Procedural Agent Realization Procedural attachment procedural attachments procedural code procedural code of programs Procedural Conceptual Primitives Procedural Dynamic Knowledge Procedural Markup Language procedural programming techniques Procedural representation procedural specifications procedures Process Activity Diagram process algebra Process Analysis Process Attributes process blueprint process boundaries process boundary Process Classifications Process Concept Classification process context Process data process decomposition process definition process development Process diagram process engineering Process Entity Process execution process flow process flow diagrams process group Process Groupings process information process innovation Process integration Process Interchange Format process knowledge Process Knowledge Integration Process languages process leads Process Level process Linking Process Management Process Management Standard Process maturity process method Process Methodology Process Model Process Modeler process modeling process modelling process models Process Ontology Process Optimization process outcome Process Planner Process representation process representations Process Role process specialists Process Specification Language Process Specification Schema Process Standards Committee integration process steps Process Structure process time Process Tools process transformation process Translations Process Use Case Process Use Case Description processes Processing Cycle Time Processing indicator description code Processing Priority Code processors procurement action procurement activities Procurement Data Procurement Discount producer product product catalog product categorization product classification product classification systems product code Product Context Definition Product Data Definition product data information Product Data Integration product data standard Product Definition Exchange Product Description Product Design Product ID product identification product information exchange protocol product label Product Labeling product number product positioning Product Requirements product solution product source information Product Specification Product Specifications Product Triangle Components Product Triangle Draft Product Triangle model productivity paradox products professional activity professional associations Professional Conference Professional Conference representation professional knowledge professional ontologists Professional Reasoning Enhancements Systems professional roles professional societies profiles program brief program code Program Element Program Elements Program Management Program Manager program managers program scope programmatic infrastructure programmatic models Programming Language programming languages programs progressive disclosure project Project Accomplishments project administrator Project Architects project association Project Goals Project ID Project Library Project Manager project roles project scope project status projects proliferation of data standards proliferation of vocabularies promotional material Pronoun Resolution Proof Exchange Proof Language Proof Markup Language proof of concept proof of concept” application proof of delivery proof specifications Proof Using Inference Rule Proof-of-concepts proofs proper names properties Properties of classes properties of Object Classes properties of subjects properties of time Property property change property characteristics Property Dependence property name Property names property term Property Term Noun Property Term Qualifier Property Terms property-relations Propositional Logic propositions Proprietary Activity proprietary approaches proprietary bias Proprietary Conclusions proprietary data proprietary data files Proprietary Demo proprietary electronic health record Proprietary Filtering Proprietary Formal Annotation Proprietary Formalization Proprietary Generating Semantic Annotation Proprietary Implementation Proprietary Informal Annotation Proprietary Issues proprietary knowledgerepresentation system Proprietary Machine Proprietary Modeling proprietary ontologies proprietary protocols proprietary solution proprietary solutions Protégé Protégé capabilities Protégé community Protégé Conference Protégé effort Protégé family of design Protégé format Protégé ontology Protégé project Protégé system protocols prototype demonstration Prototype Ontology Development prototype software prototype system provable queries provable query provenance data provenance information provenance of documents provenance ontology Provider firms Provider information provider-client proxies Proximate genera proxy author Proxy Class Proxy Properties public access public awareness public benefit Public Comment public databases public discussion public domain Public Domain Databases Public Domain Knowledge Bank Public domain” Document Public Forum public forums Public Goods Creation public health public health agencies public health data public health information public health officials Public Health Ontology Public health surveillance public health surveillance architectures public information public interest public interest organizations Public key infrastructure public knowledge classification systems Public Licence public ontologies public policy objectives public release public sector public sectors public service preparedness portal Public Services public-private-academic partnership publication function publication languages publicly available code list publicly available format publicly available knowledge classification systems publicly available ontologies publicly available search publicly available tools public’s question publishing industry initiative developing Purchase Order Purchase Order Class Diagram purchases purposes purposes of categorization purposes of clarity purposes of retrieval purposes of search purposes of simplicity Quadrant quadrants qualified segment qualified segments qualifier qualifier term qualifier terms qualifiers Quality accountability quality assessments Quality assurance quality assurance program quality care quality concerns quality environment Quality erosion quality management quality measures quality norms quality of dialogue Quality of Knowledge quality of service quality requirements quality screening quality-of-service quality-of-service conflicts Quantitative Framework quantitative measurements quantitative relationships Quantities quantities of time quasi-menu system queries query query ease query facilities query facility query interface query language query languages Query Manager Query Planning Query Point Query Point access query points query refinement query result Query scripts query selection criteria query statement Query Support R&D R diagram R model R models R&D R-R random order random topics range range constructs range of contexts range of values ranking algorithms rapid confirmation rapid coordination rapid debugging rapid learning Rapid release cycle rapid testing rate of adoption rational use Raw Data raw facts raw materials re-occurring transactions re-purpose re-use re-use of data re-use of information readable information readable knowledge Readiness Test Real Estate Transaction Markup Language real ontologists Real Time Enterprise Site Maps real time understanding real world applications real world business concept real world entities real world referent real-time chat session real-time e-Health systems real-time self-awareness representations real-time system real-world situations real-world use reason reasonable inferences reasoning reasoning capabilities reasoning components reasoning expert systems Reasoning Mechanism Reasoning Mechanisms Reasoning Object Methods reasoning performance metrics reasoning power reasoning routines reasoning systems Reasoning Thesauri reasons Receiver Party Receiving Advice Business Document Receiving Advice Business Document Figure Receiving Advice Message addressing reciprocal axiom recon activity record field records management Records Retention requiremens recreation area recreation functions Recreation Information Database Recreation Inventory Recreation Markup Language Recreational Resource Recreational Resource subfunction recurrent design problem recurrent time interval recurring data Recurring time intervals recursive integration Red Hat reduction of errors Reduction of variability redundancy redundancy inferences redundancy of representation redundant definition redundant efforts redundant terminological inconsistencies redundant words reference Reference Architectures Reference currency Reference Domains Reference Information Reference Information Model reference library Reference Model Reference model name reference model tiers reference models Reference ontologies reference ontology reference sources Reference terminologies reference terminology model reference vocabulary referential integrity Region Categorization Region Identification regional collaborations Regional Context Regional context classification regional health information exchange projects Regional Health Information Organizations regional health information simulation regional stakeholders Registered Entry registered objects Registration Authority registration identifier registration identity Registration Indicator registration number registration of algorithms registration of information objects registration of terms registries Registries Common Content Registries standard registry Registry Applications Information Exchange Security & Privacy Registry architecture registry contents registry editors Registry Implementation Registry Information Model registry object instances registry objects Registry of ontologies registry of standards Registry Profile Registry Semantics Registry Source Registry specification Registry standard Registry Support Registry Transaction Registry Vendors regular expressions regulatory agreements Regulatory compliance Regulatory Guidance Regulatory Guidance mechanisms Regulatory Incentives Regulatory Liaison regulatory policies regulatory requirements regulatory standards Related Term Related topics relation relation between ontologies Relation Hub Ontology relation Influence Relation Model Relation Pair Relation Subsumption Relation Symbol relation type relational behavior Relational binary relations relational calculus relational data access relational database relational database information relational database model relational database of test data relational database system relational databases Relational Model relational model of user Relational Normalization relational query relational rules relational schema Relational Taxonomies relational terms relations relations among concepts relations between concepts relations between elements relations between entities relations between nodes relations between Object Classes Relations between symbols Relations Language relationship Relationship Association relationship between entities relationship between organizations relationship between sentences relationship between topics relationship indicator relationship indicators relationship information relationship may Relationship Model relationship name relationship names relationship of data assets Relationship Performance Reference Model relationship standards relationship structure relationships Relationships across data classes Relationships among people relationships between components Relationships between concepts relationships between data relationships between data elements relationships between data entities relationships between data values relationships between entities relationships between properties relationships between topics relationships of Data release control Release Date Releases Concept learning relevance relevance of information relevant concepts relevant descriptions relevant documents relevant information Reliability of software ensemble reliable interoperability reliable knowledge remote attachments remote audience remote control repeatable consistent exchange repeatable process repeatable technical pattern repetitive tasks replication of data Replication Protocol Reporting Markup Language reports repository Repository Access repository approach Repository Graphics repository integration repository model repository of data attributes repository quadrants Repository Search Repository Table Repository Tables Repository Taxonomy Repository Tools repository using Repository Working Group representation Representation Definition representation formalism representation format representation language representation languages representation of data representation of information representation of relations Representation of Strings Representation systems representation terms representation type Representational sophistication representations of time request extension Request For Information request response message request-response Negotiation Requests for data services Requirements Requirements Analysis Requirements Analysis activities Requirements Analysis activity Requirements Analysis phase requirements of persons requirements of software users Requirements Organization Requirements Specification Requirements Use Case research research area research budget Research Center research collaboration research community research databases Research Directions research efforts research experience Research group Research Policy research project researchers Resource Allocation Resource availability resource conservation Resource Description Resource Description Framework resource discovery Resource Event Agent resource for purposes Resource Identifier resource instances resource management functions resource registration Resource Type resource vectoring resource-allocation decisions Resource-Event-Agent resources response document Response Productivity restricted data Restricted Operations Restricted Operations Areas Restricted target Restricted Target List Restricted targets restriction mechanism restrictions restrictive ontology language Restrictiveness of business rules results results during demonstrations results sets Retail business area Retail Delivery Example Retail delivery process retail sales retail supply chain retail transaction retention schedules retrieval by users retrieval of documents retrieval of machine-readable information retrieval system return value returns reusable component reusable data management infrastructure reusable Dictionary reusable Dictionary Item reusable Message Components reusable ontologies reusable patterns Reusable pieces reusable terms reuse issue reuse of applications reuse of business components reuse of data reuse of domain models reuse of ontologies reverse engineering reverse transformation reverse translator rich common semantics rich data rich description Rich Human-Agent Interaction rich knowledge representation languages rich mapping mechanisms Rich model rich semantic content rich semantic models rich semantics rights languages Rights management rights of individuals rigid properties rigid property rigidity Rigidity Constraint rigor rigor in data standards rigorous business case rigorous logical tools Rigorous ontology development methodologies ring formation road map Robotics competition robust categorization techniques robust classification robust data management Robust description robust description capabilities robust description of data Role Context Roles Role Discovery roles roles of entities roles of government root cause analysis diagram root causes root class root node rote search processes Router Controller Filtering Server Routine performance rule attachment Rule Design Rule Language Rule specification rule validation rules rules engine rules for application user interfaces rules for use rules of inference run-time inference Safer Health System safety culture Sales Conditions Salesperson Sample Ontology Sandpiper Software sanitary data Scalable integration scalable service knowledge capture scale information extraction scenario scenario information scenarios schema Schema business document Schema Classification techniques schema customizations Schema Data Schema Definition schema documentation Handling code Schema Evolution Schema Features Schema File Schema Form schema fragment schema fragments schema generation schema header schema integration schema languages Schema Management Validation Schema Module schema naming schema of axioms schema representation Schema Requirements Schema Security & Privacy Interoperability Standards Schema Specification Schema specifications schema transformation Schema translation Schema” Query Point schemes scientific data scientific methods scientific models scientists scope scope document Scope statements screen appearance Seamark software Seamark tool search search accuracy search broadening search capabilities Search Challenge search engine search engine technology Search Engine Watch search engines search precision search results search site search string Search system Search technology search utilities searchable identifiers searches Searching searching technology secondary inference secondary representation secondary representation term secondary representation terms Secretary of Defense Sector Categorization Sector Content secure connectivity secure data secure environment secure infrastructure secure movement of health information secure systems Secure User Identifications security Security & Identity security & privacy security applications Security Architecture security categories security categorization Security certificates security classification security concerns security considerations Security Digital Security Environment security framework Security Glossary security issues security measures security of authentication security of dictation Security Profile Security Protection Security requirements Security Standards seed funding seed ontology Seedling funding Segment group segment match segment structure Segment-Qualifier segments self diagnostics self service self-awareness self-awareness values self-describing systems Self-integrating systems self-registration Seller Identification Seller Language semantic alignment semantic ambiguity Semantic analysis Semantic Annotation Semantic Annotation Activity semantic annotations semantic approach semantic approaches semantic architecture semantic association semantic associations Semantic Brokers semantic business meaning Semantic business process model Semantic Challenge Attribute semantic chunks semantic clarity semantic concepts Semantic conceptual factorization semantic conflict Semantic Conflict Mapping semantic conflict resolution Semantic Conflicts Semantic Constructs semantic content Semantic Continuum Pump semantic corpus semantic corpus annotation semantic data Semantic data consistency semantic data integration semantic definitions Semantic Description semantic desktop Semantic Desktop Demonstration semantic differences semantic discovery semantic distance semantic distance workshop semantic distinctions semantic domain semantic engine semantic engineering semantic entities semantic equivalence Semantic Equivalence Metrics semantic equivalence Systems Semantic Equivalence test semantic equivalencies Semantic Equivalency Semantic Explicitness semantic expressiveness Semantic Expressivity semantic extension semantic filters Semantic Formalization semantic framework Semantic Frameworks Semantic Gap Analysis Semantic Grid semantic groups semantic harmonization Semantic Heterogeneity Discovery semantic implementation semantic indices semantic information semantic integration semantic interoperability semantic interoperability across domains Semantic Interoperability Architecture Pilot Semantic Interoperability between Registries Semantic Interoperability Community of Practice Semantic Interoperability Conceptual Primitives Semantic interoperability frameworks semantic interoperability techniques semantic interpretation Semantic Issues semantic layer semantic layers semantic level semantic levels semantic management semantic mapping semantic mapping using ontologies Semantic Mappings semantic mappings between ontologies semantic markers Semantic Markup Semantic Markup Language semantic match semantic meaning Semantic Mediation Semantic Model Semantic Models Semantic Navigator Semantic Net semantic nets semantic network Semantic Network Ontology Base Semantic Network relations Semantic network relationships semantic networks Semantic Object layer semantic objects Semantic Office Environment semantic primes Semantic Primitives semantic problems Semantic products semantic properties semantic properties of data semantic registries semantic relations semantic relationship semantic relationships semantic relationships between terms semantic representation semantic representation language semantic representation languages semantic research Semantic Resolution semantic richness semantic search semantic search engines semantic solutions semantic technologies Semantic Technology Semantic Technology Languages Semantic Tools semantic types semantic understanding semantic understanding of data semantic uniqueness semantic units semantic value semantic views semantic vocabulary standard semantic web semantic web languages semantic web research semantic web sense semantic web technologies semantically arbitrary parentchild term semantically rich domain ontology semantically rich markup languages Semantically similar concepts semantically unique semantics semantics developers Semantics Interoperability Community of Practice semantics management semantics of data semantics of primitives semantics standard semantics technology semi-automation of ontology development sensitive information sensitivity of information sentence sentences Sequence Sequence Diagram sequence diagrams Sequence Markup Language sequences sequential transactions serial format serial number service Service Association service business Service capability service category Service Characteristics Service Choreography Interface Service Code Service Component Service Components Service Computing service consumer service context Service Data Exchange Service service delivery Service Description Service discovery Service Engineering Service Grid Service implementation Service industrialization service industries service initiation service innovation service innovation pioneer service innovation process Service Innovations service interaction Service Interface Service Level service levels Service management Service Marketing Service Modeling Ontology Service Modelling Ontology service offering matching service offerings Service Ontologies service operation Service Operations service productivity service providers Service provisioning Service Requests Service Research service research organizations Service research pioneer Service research pioneers service satisfaction Service schema service sciences service scientist Service Scientists service sector service sector innovations service sectors Service Semantics service solutions Service Sourcing Service Standard Service Standards service system Service system dynamics Service systems Service-to-Service services Services Administration services Agreements among companies Services Classification services Component services for citizens services industry Services Management services revolution Services Sciences Services Services Services systems set of constraints set of triples set operations set policies set theory sets sets of triples Shadow ontology shallow parsing shape characteristics share data share information share programs shipment destination shipment information Shipping Date Shopping basket Sigma ontology development Sigma Ontology Development Environment simple taxonomies simplification of business processes simplification of rules simplification of transactions single-payer single-point specification single-value hierarchy situation theory situation-action Situation-Temporal situations Smaller Business Events smart data Smart Data Continuum Smart Data Enterprise Smart-Data Enterprise Social Complexity Social components social interactions social knowledge social memory Social networking social networking system Social networking systems social networking tools social networks social ontology social practices social processes Social Reality social relations Social Security Administration social security number Social Services social systems social tools societal impact software software application software application interoperability software applications software applications within services software architecture software community software component Software Component Registry software components software crisis Software deficiencies software deficiency reports Software developers software development software development kit software elements Software Engineering Institute software engineering modeling software improvement software libraries Software model Software Modeling Languages software providers Software Readiness Level Description Software releases Software support structure software system software testing software testing infrastructure software tools software vendors solid semantics sophisticated inference Source Application Program Interface source code source document source language source of instance information source of intelligence information source of ontologies Source Registry Object source taxonomy Source transparency Source Vocabularies Source-to-Target Matrix Sources for Classification Sources for Classifications space character Space Infrared Telescope Facility space limitations spare part spare part item Spare Part Item Package Spare Part Seller Spare parts Spare Part_ Item Spare Part_ Seller Sparse Visual Data Spatial Cognition spatial geometry Spatial knowledge spatial parts Spatial reasoning Format spatial region Special Award for Innovation Special Interest Group special operations special purpose languages special purpose ontology Special Requirements Extension Points Requirements specification specification envelope Specification Object Management Group Specification of constraints specification of control policies specification of messages Specification of Values specifications Speech speech act speech acts speech-act interpretation Spinal stenosis spoken dialog systems sponsor conference spontaneous categories spreadsheet spreadsheet formula spreadsheet model Stack Architecture Stack Network Stacked Sequential Learning stakeholder stakeholder benefit stakeholder drawing Stakeholder roles stakeholders Stakeholders Data stakeholders Industry Initiatives Stakeholders Roles standard Standard Abstractions standard acronym standard axioms standard axioms for ontologies standard business Standard Business Acknowledgement standard businesses standard categories standard classification method Standard Communication Protocol standard data syntax standard definitions standard description standard form message standard formal representation languages standard format standard framework Standard guide for description Standard guide for identification Standard Guide for Properties Standard guide for user authentication standard identity standard interchange format standard interfaces Standard International Units standard knowledgerepresentation systems standard language standard models standard of representation standard ontology provenance standard Point ontology standard practices standard processes standard proposal standard provenance information standard relational schema standard search techniques standard semantics standard stock-flow participation standard syntax standard system of terminology standard targets integration standard technology standard templates standard terminology standard terms for concepts Standard Time Duration standard Time ontology standard upper ontologies standard upper ontology standard upper ontology developers standard upper ontology initiatives standard upper ontology investigation Standard Upper Ontology Working Group Standard Vocabularies standard vocabulary standardization efforts Standardization landscape Standardization of Data Elements standardization of technology standardization of web services Standardization Policy standardizing semantics standards Standards Adoption Standards Adoption Process standards Application standards authorities Standards Committee standards community Standards Consortium Standards Convergence Standards Convergence Forum Standards Council Standards Data Reference Model Standards developers standards development standards development community Standards Development Organizations Standards Development process Standards development work standards Enabling capabilities Standards for information technology standards for knowledge representation standards for rules standards groups standards initiatives Standards Management Standards Organisations standards organization standards organizations standards process standards specifications Standards Track Practitioner standards working groups state governments state legislatures State Machine Diagram state of practice State Postal Code Country State University Electronic Court Filing Project State University Ontology State University Ontology extensions state variables State-alignment Statement Header statement of accounts statements states static address static link static resources static symbolic representation of knowledge stationary object statistical data statistical decision making statistical recognition statistical relevance of keywords statisticians status code status monitoring status of authenticity Status Report statute of incorporation proxy Stealth aircraft Steel Industry Procurement stereotype stereotype component stereotype information entities Stereotypical description of characteristics Sterling Commerce stewardship responsibilities stock-flow duality Storage Capacity storage mechanism storage of data storage of information Storage Requirements stovepipe systems strategic alliances strategic assumptions Strategic Designer Strategic Framework Strategic Framework for Action Strategic Framework for Change Strategic Framework Goal Strategic Framework Goals strategic goal Strategic Information Delivery strategic outcomes Strategic Plan strategic plans strategic processes strategic value strategies street map street name strict hierarchy strict logical inheritance rule string String object string of words strings strong ontologies strong ontology strong semantics strong taxonomies Strong taxonomy stronger ontology Structural Awareness Structural Context structural differences structural element structural heterogeneities structural inferences structural integrity structural interoperability structural representations structural rules Structural Semantic Community structure structure information structure of business information structure of data structures Student Knowledge student resources sub-domains sub-element structure sub-function sub-function topic Sub-functions sub-headings sub-industry sub-organizations sub-regions sub-situation sub-step sub-systems sub-title subclass subclass of concept relations Subclass of Is Disjoint Subclass subclass of parent Subclass Of Part subclass of Quantity subclass of relation subclass of Target subclass relation subclass relationship subclass reuse subclass structure subclass window subclasses subject subject area Subject Area Super Type subject areas Subject Areas Information Exchange Data subject areas of interest Subject Categories subject heading list Subject Identity subject identity properties Subject Identity Relationships Subject Identity Summary Properties Subject Map Subject Maps subject matter experts subject order Subject Property subject proxies subject quotation subject sameness subjective domain subjective parameter subjects Subordinate genera subscription option subscription service subscription to changes subset subset of Message Elements subset relation Substance Registry System substantive work substitutable dictionaries Substitute Information Substitute information entities Substructural Logics subsuming property subsumption subsumption hierarchy subsumption reasoning subtypes Subversion Checkout subversion repository Subversion server & client success stories success story Success Strategy successful development Summarization Assistant summarizers summary Sumo proxy super classes super domain super domain ontologies super domain ontology super domains super type Super-ontologies Super-Types supplier code Supplier ID Supplier Quotation_ Identification suppliers resources supplies Supply supply chain supply chain continuum supply chain marketplace continuum supply chain messages Supply Chain project supply of goods Supreme genus Surveillance Sustainable Intergovernmental Network Exchange swim lane Swim Lanes Symbol Action Object symbolic artificial intelligence symbolic form Symbolic Format Symbolic knowledge Symbolic Knowledge Representation Symbolic relations symbolic representation of knowledge Symbolic Value symmetric outcomes symmetric property symmetrical association Symmetrical Binary Associations symptoms Synchronous Interaction Syndication Synonym Synonym Ring Synonym Term Relations synonymous concept synonymous terms synonyms syntactic conflicts syntactic formalisms syntactic format syntactic freedom syntactic information syntactic interoperability Syntactic Restriction syntactic standards syntactic transformations syntactical point of view syntax syntax for business syntax neutral syntax neutral core components syntax representation syntax representations syntax rules syntax specific expressions Syntax Specification syntax standards syntax-neutral syntaxes synthesis system system administration System Administrators system architecture System Architecture Node system behavior system capabilities System Catalogs system data System Design system designers system developer system developers system development System Evaluations system integration System Integrators System interoperability system of classification System Organization system parameters system programmers system prototype System prototype demonstration System software architecture System software architecture development system to system system type system Use system vendors systems Systems Analysis systems development Systems Development Life Cycle methodology Systems Integration systems integration division systems integrators T Series T-Architecture T-B T-C T-S Table Assignments table cell table columns table containing tables tacit knowledge tag Tag Names tailored semantic views tangible assets tangible object tangible things target Target analysis target application target architecture Target Audience Target class target database Target development target enterprise architectures Target equipment target information target integration capability target language Target List target lists target locations Target ontologies Target Ontology Target Registry Object Target Repository target selection target validation target validation mission use case target validation process target validation tool target validation tools target validation use case Targets Task Analysis task composition task dependencies task execution Task Interface Registry Task knowledge Task Learning Task Manage Task Performance task specifications Taxonomic Constraints Taxonomic Definition taxonomic instances taxonomic nodes taxonomic queries taxonomic query Taxonomic Query Table taxonomic reasoning taxonomic relations Taxonomic Representation taxonomic schema taxonomic standard taxonomic structures taxonomies taxonomy taxonomy agreement taxonomy Application Taxonomy Basics Taxonomy building taxonomy concepts taxonomy constraints Taxonomy Coordinating Committee Taxonomy Coordinating Work Group Taxonomy Coordinating Working Group taxonomy definitions taxonomy design taxonomy development Taxonomy Development Framework taxonomy editor Taxonomy Focus Group Taxonomy Hub taxonomy instances taxonomy integration Taxonomy Mapping Taxonomy mapping framework taxonomy mining taxonomy nodes taxonomy of subjects taxonomy queries taxonomy query table taxonomy relations Taxonomy Relationships taxonomy representation taxonomy Retention taxonomy schema Taxonomy Size taxonomy software taxonomy standards taxonomy stewardship taxonomy structure taxonomy structures Taxonomy Sub-classification Taxonomy Support Taxonomy tax Taxonomy Taxonomies Taxonomy Value Space Taxonomy view team collaboration team workspaces technical architecture technical architectures technical assessment Technical challenges technical committee technical committees technical components Technical Design technical detail Technical Discussions Technical Elements Technical Exchange Meeting technical exchange meetings Technical Flow technical framework technical frameworks technical implementation technical information technical infrastructure technical infrastructure component technical innovation technical interdependencies Technical Leadership Technical Manager technical Message Element Technical Note Technical papers Technical parameters technical problems Technical Progress technical properties Technical Reference Model Technical Report Technical Report Server technical requirements technical resources technical rules Technical Slides Technical Solution technical solutions technical specification technical specifications technical standards Technical Systems technical terminology technical terms technical vision technological artifacts technological barrier technological change technological devices technological framework technological solutions technologies Technology Applications technology areas Technology barriers technology capabilities technology curve technology factors Technology Framework technology implementations technology Incentives Technology Managers technology neutral technology officer Technology Patents technology problem Technology Readiness Technology semantics technology suppliers technology-neutral context management architecture Tele-diagnostics Telecommunications Interchange Markup teleconferences Telephony Markup Language Template Type temporal analogue temporal gradients of intensity temporal inclusion Temporal Location temporal object temporal objects Temporal Part temporal parts Temporal Planning temporal predicates Temporal Problems temporal properties Temporal Reasoning temporal relationships term buckets term classification index term expansion term mapping Term Property Term Record Term Relationships Term Representation term synonyms terminological data collections terminological inconsistencies terminological information Terminological Markup Framework terminological markup languages terminologies terminology terminology mappings Terminology of knowledge bases terminology reconciliation terminology scope terminology standards terms terms for concepts terms in thesauri terms of invocation terrorism terrorist attacks Terrorist Plot terrorist threat test case Test Collection test data test database test databases Test Infrastructure test methods test procedures test version Text Code List text content Text Element Identifiers Text Encoding Initiative text field text file Text Format text generation Text Identification Scheme Text Identification Scheme Agency Text Identifier Text Information Text Language text markup text markup language Text Mining Text Quantity text string text strings Text summarization textual description Textual descriptions textual name textual phrase Theater Theater Battle Management Information Core Systems themes Theological Markup Language theorem prover theorem-prover theorems theoretical basis theoretical conceptual structures theoretical construct theoretical contexts theoretical foundation Theoretical Foundations Theoretical framework theoretical issues theoretical ontologies theoretical ontology theory thesauri Thesauri capability Thesaurus Thesaurus Ontology thesaurus relationships thesaurus technology thesaurus terms third party authentication thought-leaders threats tight coupling between ontologies time artefacts time calculations time categories Time concepts Time data types time duration Time Identifier Time Interval time intervals time lag time length specification time limits time line starting time location time locations time management Time Management Assistant Time of Event Time Ontology time ontology management system time period time query Time reversibility time sequences Time series time-related concepts time-related expressions Timing Diagram Markup Language title tool integration Tool interoperability tool limitations tool set tool suite tool upgrades Tools for ontologies top category top down top down control top down strategies top level framework top level node Top level Segment top node Top of relation lattice Top Term top tier top-down top-down approach Top-Level Categories Topic Topic Categorization Topic classification Topic Map Topic Map Loom Topic Map Loom technology Topic Map standard Topic Maps Topic Maps Reference Model Topic Name topic nodes topic of interest Topic research topics topics areas Tower of Babel traceability traceability between Business Element traceability between Message Elements traceability link traceability principle traceable liability Tractability tractable inference tractable logic language traditional data modeling techniques trainable concept filtering Trainable sentence planning training transaction Transaction Analysis transaction chain Transaction Processing transaction processing systems transaction set transaction traceability Transactional Class transactional class diagram Transactional Class Diagrams Transactional Databases transactional decision transactional integrity transactional performance transactional process Transactional Services Transfer Format Transfer Learning Transfer Protocol transfer systems transform data transformation activities transformations Transition Intelligence Community Transition Plan Transition Strategy transitional data transitive properties transitivity property translation Translation Approach translation Concepts Translation Leverage translation of ontologies translation of research Translation Procedure translation process translation program Translation tool transparency transport Transport accidents transport costs transport costs original transport date Transport Equipment Transport Handling transport mechanisms Transport mode name code transport of goods transport ontologies transport profile transport service transportation mode transportation sector tree data tree number tree of authority tree relationship tree representation Tree Structure tree structure with inheritance Triangle of Signification Triangle of Signification Tightness triple triple elements triple facts triples Truncation rule Trust & Provenance Trust Algorithms Trust version Trusting Answers Trustworthy translations truth value Tutorial Markup Language type code qualifier Type Codes Type Connections for Control Type Identifiers type indicator Type Indicator Measure type knowledge creation Type labels Type Numeric type of classification type of data type of expert system type of ontology type of Taxonomy type of term type of topic Types Management types of entities types of information types of knowledge types of knowledge representations Types of Properties types of queries types of registries types of relationships types of structures types of taxonomies Types of Taxonomy types of topics ubiquitous network infrastructures unambiguous context unambiguous reference unambiguous representation unambiguous semantics unauthorized access unauthorized disclosure Uncertain relationships between terms uncertain semantics unclassified sample data unclassified test data underlying meaning understanding understanding Mental Models unfamiliar ontologies Unicorn Solutions Uniform Code Council uniform data standards uniform model uniform modeling conventions Uniform Resource Uniform Resource Identifier unilateral association unilateral associations unintended semantics unique characteristics unique classes unique content Unique ID unique identification unique identifier unique identity unique key unique name Unique number Unique Ontology Management unique semantic meaning unique string uniqueness of terms unit of semantics unit of thought unit of work United Nations Center for Trade Facilitation United Nations Economic Commission United Nations Standard International Trade Classification United Nations Standard Product United States Department of Health United States Environmental Protection Agency United States with state lines Unity Criteria universal access universal agreement Universal Business Language Universal Business Language Specification universal character set universal concepts Universal Data Element Framework Universal Description universal health care identifier Universal Healthcare Identifier Brief name Universal Identifier Product universal identifiers universal language Universal Numbering System universal ontologies Universal Product Code universal quantification universal query language Universal Resource Identifier Universal Resource Locator Universal Standard Products University Press University Research university research awards University School of Medicine unofficial standards Unregistered Domain Components Unrelated Nominal Ordinal Unstructured data Unstructured Data Asset Unstructured Data Resource Unstructured Data Resource Data unstructured data worlds Unstructured documents unstructured information unstructured text Unsupervised Record Linkage upper boundary upper integration Upper level concepts upper level ontologies upper model Upper Ontological Distinctions upper ontologies upper ontology upper ontology approach upper ontology concept upper ontology custodians upper ontology initiatives Upper Ontology Reconciliation Upper Ontology Summit Joint Communiqué Upper Ontology Summit Organizing Committee Upper Ontology Summit Participants upper-level concepts usage of code list usage of code lists usage principles Usage Rules usage scenarios usages use use case use case activities use case analysis Use Case Diagram Use Case Realization Use Case Realization Diagram Use Case Realizations Use case Scenarios Use Case Specification Template use cases Use Intension Extension use of assertions Use of character sets Use of concept extraction use of information exchange packages use of knowledge classification use of knowledge classification systems use of knowledge technologies use of ontologies use of ontology tools use of open-source ontology development use of protocols use of standards use of symbols Use-case user user activities user authentication user communities user community user experience User feedback user intent user interaction user interests user interface User Interface Markup Language user interfaces user ontologies user task requirements User Trust in Answers user-specific interfaces user-to-user user-to-user communication users users of ontologies utilities utility ontologies utility ontology utility” ontologies Validation Implementation validation of targets validation process validation rules Validation stage Valuation of Knowledge Assets value value chain Value Chain advertising service value chain collaborations Value Chain Group Supports Value Chain Operations value chain reference Value Chain responsiveness value creation value definitions Value Domain value domains Value Judgments value meanings value of knowledge value proposition value type values variable variable elements variables variant form variant interpretations variants variation Vector Markup Language vehicle ontology vendor community Vendor Customer_ Party vendor independence vendor perspectives vendors Vendor_ Party verb groups verbal definitions verbal relations verbs Permission verbs Remove redundancy verification components version version control vertical industries vertical industry Veterans Administration Veterans Hospital virtual architecture Virtual Case Management system virtual communities virtual community of practice virtual enterprise Virtual Enterprises Virtual Physical Data Property virtual presentation virtual presentations Virtual Reality Virtual Reality Modeling Language virtual space virtual spaces for discourse virtual teams virtual worlds Virtuality Continuum visibility vision visions visual compactness visual display terminals visual presentation Visual Tracking visual view of taxonomy structure visualization tools vocabularies vocabularies for qualifiers vocabulary Vocabulary Control vocabulary for core components vocabulary hierarchy vocabulary of terms Vocabulary Recognition vocabulary registration vocabulary registration authority vocabulary server vocabulary specific vocabulary standard vocabulary standards vocabulary standards initiatives voice conferencing voice data files Voice response system weak data quality weak form Weak Inference weak inference association Weak Ontologies weak ontology weak semantics weak taxonomies Weak taxonomy weak term relations weaker ontology Weapon System Product Globally Unique Identifier Weapon System Product Manufacturer Wearable Sensor Array Weather Observation Definition Format web web application web commerce web content web document web information web languages web page web page elements web pages web publishing web redesign web server web service web service implementations web service interface Web Service Semantics web services web site Web Site Content web site for results Web site navigation interface web space web standards web technologies web-authoring tools web-scale knowledge base webs White House Conference Center white paper White Paper Modules White Paper Series white papers Wireless Markup Language word schema words work environment work flow Work Group Work Handle all data work practices work process work processes work products work sharing work system Workflow Access Protocol workflow efficiency Workflow Management workflow management systems Workflow Ontologies Workflow Performance Reference Model Workflow Reporting Working Group Taxonomy working groups working notes working procedures working trade Workshop Workshop Event Workshop on Ontologies World Health Organization World Trade Organization World Wide Web World Wide Web community World Wide Web Consortium World Wide Web Consortium’s World Wide Web protocols wormholes between ontologies Z formal specification language zip codes