Design of Agent-based Systems using UML Sequence Diagrams

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Knowledge Management Strategies

Prof Elaine Ferneley

Knowledge Management: an Overview

1990s management realised knowledge rather than land, machines or capital was the firm’s critical resource

Broadly Knowledge management can be centred on:

Computer science

Economics

Sociology

Elaine Ferneley

Earl’s (2001)Taxonomy of Knowledge

Management Approaches

School

Attribute Systems

Technocratic

Focus Technology

Cartographic

Maps

Economic

Engineering

Processes

Commercial Organization

Income Networks

Behavioural

Spatial

Space

Strategic

Mindset

Aim Knowledge

Bases

Knowledge

Directories

Knowledge

Flows

Knowledge

Assets

Knowledge

Pooling

Knowledge

Exchange

Knowledge

Capabilities

Principle

IT Element

Knowledge

-based

Systems

Profiles &

Directories on

Intranets

Shared

Databases

Intellectual

Asset Register &

Processing

System

Groupware &

Intranets

Representati onal Tools

Eclectic

Philosophy Codify Connect Capability Commercialize Collaborate Contact Consciousness

Elaine Ferneley

Technocratic – based on IT

Systems School - Knowledge Bases

 Capture specialist knowledge in knowledge bases for other

‘specialists’ to access, evolved over 25yrs

 Codification to allow others to access and use in association with their own professional expertise

 Examples:

Skandia database to support underwriters’ decision making;

Airbus CD-ROMS for airplane maintenance technical expertise

Elaine Ferneley

Technocratic – based on IT

Systems School - Knowledge Bases

 Advantages:

Explicit, verifiable

 Shortcomings:

Maintenance & updates,

 needs reward mechanism of providing updates/amendments – often these are highly technical systems so reward is individual publicity

Not all knowledge is objective so difficult to codify

Very domain specific – difficult to generalise from

Elaine Ferneley

Technocratic – based on IT

Cartographic School - Knowledge Directories

 Mapping organizational knowledge

– building knowledge directories or ‘yellow pages’

 Connecting knowledgeable people

– gateways to knowledge rather than knowledge repositories – knowledge is as likely to be tacit as explicit

 Examples:

McKinsey & Co early adopters

– all employees must state 3 areas of expertise

WS Atkins – inclusion of personality traits e.g. good negotiator

Elaine Ferneley

Technocratic – based on IT

Cartographic School - Knowledge Directories

 Advantages:

Continuous self editing, cheap

 Shortcomings:

Assessment of expertise

People process, technology provides connectivity and possibly search capabilities

Internal ‘yellow pages’ can be regulated but how to regulate external

‘yellow pages’ e.g.

ISWORLD!

Elaine Ferneley

Technocratic – based on IT

Process School - Knowledge Flows

 Derived from Business Process

Reengineering – enhance business performance by providing personnel with as much information as possible

 Workers are Capable of making decisions if they have the information – give decision relevant, contextual and best practice knowledge

 Examples:

Hewlett-Packard open access databases

Fire Service mobile computing

Storytelling

Elaine Ferneley

Technocratic – based on IT

Process School - Knowledge Flows

Advantages:

Empowered workforce

False departmental walls are broken down

Shortcomings:

Information overload, requires alternative modes of delivery

Employee scepticism

Information taken out of context

Elaine Ferneley

Economic – based on Profit

Commercial School - Intellectual Assets

 Focus on protecting and exploiting intellectual assets of the firm

 Knowledge should be exploited for commercial gain

 Examples:

Dow chemicals exploitation of its patent portfolio. Had 25k patents that cost $30m p.a. to maintain with a licensing income of only $25m. In 5 years increased revenue to $125m p.a. through sales and licensing

Cap Gemini – rent of technical subcontractors to health and local authorities. 2003 revenue

£87m

Elaine Ferneley

Economic – based on Profit

Commercial School - Intellectual Assets

 Advantages:

Quick win

Inclusion of corporate knowledge as a company asset on the balance sheet

 Shortcomings:

Ongoing management of the ‘knowledge property’ – how do you manage knowledge efficiently and effectively

How to avoid employees feeling exploited

Elaine Ferneley

Behavioural – based on Sociology

Organizational School - Community

 Use organizational structures & networks to share or pool knowledge

 Collaboration within communities

(of practice) to encourage sharing and exchange of knowledge

 Examples:

BP Amoco through Lotus notes and video conferencing developed the drilling platform expertise global community – saving $27m in one year

Ford’s knowledge and best practice forums, self regulating, anyone can join

Elaine Ferneley

Behavioural – based on Sociology

Organizational School - Community

 Advantages:

Break down organisational barriers

Members ‘should’ be there because they choose to be

 Shortcomings:

Will only work if there is a tradition of sociability and networking, BP and Ford are famous for connectivity, expat communities, graduate entry networks etc

Moderators or brokers may be required

IT must be an enabler not a regulator

Elaine Ferneley

Behavioural – based on Sociology

Spatial School

 Use of space to facilitate knowledge exchange – the water cooler

 Contactivity – people are social animals who prefer conversations to documents or IT

 Examples:

Yahoo’s kitchen, bar, bean bag environment

British Airways at Waterside medieval street inc. café, newsagent, grocery store

Elaine Ferneley

British Airways (Waterside) and

Google Offices

Elaine Ferneley

Behavioural – based on Sociology

Spatial School

 Advantages:

Meet people you would not normally encounter

Level of informality that encourages innovation

 Shortcomings:

Yahoo drank the bar dry

Other metrics take over so spatial features are slowly withdrawn

Resentment from ‘havenots’

Elaine Ferneley

Behavioural – based on Sociology

Strategic School

 Knowledge management as the

‘essence’ of the firm’s strategy

 Consciousness raising – the organisation moves to being the

‘ intelligent organisation’ or the ‘life long learning’ organisation

 Examples:

Skandia is THE example – they embrace all the former schools and view the development of intellectual capital as their core mission

Buckman Labs (see case study)

Elaine Ferneley

People

ProcessesInformation

Information &

Communication

Technology

The Knowledge Organisation

Technology

Knowledge

Management

Process

Create

Maintain

Culture

Collect

Knowledge

Organizatio n

Disseminate

Competition

Organize

Refine

Leadership

Intelligence

KM Drivers

 The middle layer addresses the KM life cycle

 A knowledge organization derives knowledge from customer, product, and financial knowledge.

Also from financial practices

 Indicators of knowledge: thinking actively and ahead, not passively and behind

 Using technology to facilitate knowledge sharing and innovation

Elaine Ferneley

Knowledge Value Chain

Create Codify Diffuse Use

•Learning organizations

•Stimulating working environments

•Time to think

•Trust

•Reward & Recognition

•Organise

•Classify

•Hard or soft structure – database friendly/free text

•Access – who/how

•Transfer

•Share

•Examples – email, knowledge maps

(yellow pages), best practice, discussion groups

Hard Infrastructure - technology platform

Soft Infrastructure - skills, processes etc.

Asset Management - measure, protect, exploit

Elaine Ferneley

•Product development

•Service provision

•Process improvement

•Measures of success

Knowledge Map Example (Corporate Yellow Pages)

– Assumption that it’s Web-based

Create

•Who

•Why

•Reward

Codify

•Content

•Searchability

Diffuse

•Access – who/how

•Transfer/push

•Share

•Update

Use

•For what

•Measures of success

65% of Corporate intranets fall into disuse between 1 & 2 years

(KPMG, Parlby 2006)

Elaine Ferneley

Earl’s (2001)Taxonomy of Knowledge

Management Approaches

School

Attribute Systems

Technocratic

Focus Technology

Cartographic

Maps

Economic

Engineering

Processes

Commercial Organization

Income Networks

Behavioural

Spatial

Space

Strategic

Mindset

Aim Knowledge

Bases

Knowledge

Directories

Knowledge

Flows

Knowledge

Assets

Knowledge

Pooling

Knowledge

Exchange

Knowledge

Capabilities

Principle

IT Element

Knowledge

-based

Systems

Profiles &

Directories on

Intranets

Shared

Databases

Intellectual

Asset Register &

Processing

System

Groupware &

Intranets

Representati onal Tools

Eclectic

Philosophy Codify Connect Capability Commercialize Collaborate Contact Consciousness

Elaine Ferneley

Summary

Elaine Ferneley

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