DATA AND KNOWLEDGE MANAGEMENT Chapter 3 MBNA MANAGING DATA AND INFORMATION Usually too much data rather than too little in organizations How does an organization ____________ all this data and information? ____________ – a collection of integrated and related files ____________ Proquest MBNA 2 DATABASE TECHNOLOGY A ____________ of related data organized in a way that makes it valuable and useful Allows organizations to retrieve, store, and analyze information easily Is vital to an organization’s success in running ____________ and making decisions 3-3 RELATIONSHIP OF DBMS CONCEPTS TO OTHERS? 3-4 Fig 3.1 THE HIERARCHY OF DATA 5 VIEW OF A DATABASE TABLE OR FILE Entity Attribute Fig 3.2 3-6 THE TRADITIONAL APPROACH Figure 3.3: The Traditional Approach to Data Management U of L example 7 http://www.microsoft.com/casestudies/casestudy.aspx?casestudyid=52519 Washington hospital THE DATABASE APPROACH Figure 3.4: The Database Approach to Data Management 8 FILE PROCESSING VS. DATABASE APPROACH ____________ Approach (New School-TODAY) • Storage Media: Direct Access Storage Device (DASD) • Data: stored in related tables • Organization: redundant data minimized/eliminated • Efficiency: data stored only in tables • Updates: requires few or one update for a data field • Processing: faster query/slower processing 3-9 File ____________ Approach (Old School) • Storage Media: sequential tapes or files • Data: stored in long sequential files • Organization: redundant data in multiple files • Efficiency: data embedded to support processing • Updates: requires multiple updates in many files • Processing: slower query/faster processing ADVANTAGES OF THE DATABASE APPROACH 3-10 COSTS OR RISKS OF THE DATABASE APPROACH 3-11 ROLES IN DATABASE DEVELOPMENT AND USE __________________________ • Creates business applications that connect to databases • Tests the new systems and databases before use 3-12 __________________________ • Designs, develops and monitors performance of databases • Enforces policy and standards for data use and security ______________________ • Defines data requirements working with a DBA • Incorporates the database design into new program designs DATABASE SYSTEMS ACTIVITIES – DATA ENTRY Employment Applications Enter Forms (Form Entry Screen) Example • _______ is entered from paper employment applications into a form entry screen • The entry _______ are designed to match the paper forms for ease of entry • The form _______ is processed by the entry program and then stored in the employment _______ (Form Entry Program) 3-13 (Employment DB) DATABASE SYSTEMS ACTIVITIES – QUERY Query – A database function that extracts and displays information from a database given selection parameters. _______ (Structured Query Language) _______(Query by Example) Example – Display applicants entered in the last 30 days Query parameters are selected in the query request screen The database program uses SQL to query and present the result (Query Request) (Query Program) 3-14 (Employment Query) DATABASE SYSTEMS ACTIVITIES – REPORT Report – A database function that extracts and formats information from a database for printing and presentation _______ Generator Example – Report on applicants entered in the last 30 days • _______ parameters are selected in the report request screen • The database program uses _______ to query and present the result (Query Request) (Query Program) 3-15 (Employment Report) DESIGNING DATABASES – DATA MODEL Data Model • A map or _______ that represents entities and their relationships • Used by Database Administrators to design tables with their corresponding associations Example: ERD (Entity Relationship Diagram) 3-16 DESIGNING DATABASES – KEYS Primary Key ENTITIES - Student ID Entities are translated into Tables (Students and Grades) Secondary Key - Major Entities are joined by common attributes Compound Primary Key - Student ID - Course ID - Sec No. - Term 3-17 DESIGNING DATABASES - ASSOCIATIONS 3-18 Entity Relationship Diagram (ERD) • Diagramming _______ used to express entity relationships • Very useful in developing _______ databases DESIGNING DATABASES – ASSOCIATIONS (EXAMPLE) 3-19 THE RELATIONAL MODEL • Most _______ type of database model used today in organizations • Is a three-dimensional model compared to the traditional two-dimensional database models - Rows (first-dimension) - _______(second-dimension) - Relationships (third-dimension) 3-20 THE RELATIONAL MODEL - EXAMPLE 3-21 THE RELATIONAL MODEL - _______________ ____________ A technique to make complex databases more efficient by eliminating as much redundant data as possible • Example: Database with redundant data (below) 3-22 THE RELATIONAL MODEL - NORMALIZATION Normalized Database 3-23 THE RELATIONAL MODEL – DATA DICTIONARY Data Dictionary • Is a _______ that database designers prepare to help individuals enter data • Provides several pieces of information about each attribute in the database including: - _______ - Key (is it a key or part of a key?) - Data _______ (date, alphanumeric, numeric, etc.) - Valid _______(the format or numbers allowed) • Can be used to enforce Business Rules which are captured by the database designer to prevent illegal or illogical values from entering the database. (e.g. who has authority to enter certain kinds of data) 3-24 ONLINE TRANSACTIONAL PROCESSING (_______) Online _______ Processing • The mechanism by which customers, suppliers, and employees process business transactions for an organization • These users conduct transactions online through internal systems and external websites for processing and storage Example 3-25 OPERATIONAL VS. INFORMATIONAL SYSTEMS 3-26 ORGANIZATIONAL USE OF DATABASES _______ Hong Kong Airport _______ _______ Extract Data 3-27 Extract Data Department Databases Data Warehouse Data Mart • Day-to-day department transactions • Used primarily by departments • Extracted department transactions • Used for business analysis • Extracted subset of a data warehouse • Used for highly specific business analysis Hong Kong Airport HONG KONG AIRPORT 1. Identify three operational database applications that Hong Kong airport would utilize. 2. Identify three informational uses of database applications that Hong Kong airport would utilize. DATA WAREHOUSES, DATA MARTS, AND DATA MINING Data _______ : collects business information from many sources in the enterprise Data _______ : a subset of a data warehouse Data _______ : an information-analysis tool for automated discovery of patterns and relationships in a data warehouse or a data mart Online ______________ Processing -Graphical software tools that provide complex analysis of data stored in a database 29 • Data _______ are not transaction-oriented. 30 • Data _______ support online analytical processing (OLAP). DATA WAREHOUSES, DATA MARTS, AND DATA MINING (CONTINUED) Figure 3.17: Elements of a Data Warehouse 31 KNOWLEDGE MANAGEMENT DEFINITIONS _______ _______ The process an organization uses to gain the greatest value from its knowledge assets Knowledge _______ All underlying skills routines, practices, principles, formulae, methods, heuristics, and intuitions whether explicit or tacit _______ Knowledge _______ Knowledge 3-32 KNOWLEDGE MANAGEMENT SYSTEM (KMS) _______ _______ Procedures and processes that are widely accepted as being among the most effective and/or efficient Primary Objective How to recognize, generate, store, share, manage this tacit knowledge (Best Practices) for deployment and use _______ Generally not a single technology but rather a collection of tools that include __________ technologies (e.g. e-mail, groupware, instant messaging), and information storage and retrieval systems (e.g. database management system) to meet the Primary Objective 3-33 BENEFITS AND CHALLENGES OF KNOWLEDGE MANAGEMENT 3-34 A not so perfect match A NOT SO PERFECT MATCH With the increasing power of Data mining techniques, comes ever increasing and reaching uses of this powerful technology. Is this DNA application an application that has gone too far? Do you agree with this statement "There should be a familial searching policy that is constitutional and legal in the Canada”