Education:EGovernment - KM Introduction
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Outline and objectives
- Definitions of knowledge
- Information vs. knowledge
- Perspectives on knowledge
- Knowledge and IT
- Managing knowledge
- Knowledge management concepts
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Knowledge in a broad sense
The whole content of the human brain
- skills, expertise, intuition
- information & knowledge about people & society, ethic and moral issues
- knowledge about procedures and structures
- information & knowledge about events, objects and documents
- information & knowledge about relationships, experiences and lessons learnt
- assessment and introduction of new knowledge, experiences and information
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Knowledge in a narrow sense
- Knowledge and information in context and relationships
- know-how and expertise to complete work
- theoretical and practical insights on how to solve problems in the work context
- Domain knowledge - “Dienstwissen”
- Completing questions
- know what, know how, know why, know where, know when
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Technology mediating knowledge access
- Telecooperation and Internet technology facilitate remote co-operation and collaboration between citizens and public authorities
- citizens have access to administrative knowledge
- knowledge shift from the authority to the citizens
- Knowledge is distributed among citizens, administrative staff, the internet portal, different databases and knowledge repositories and new workflow processes
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Knowledge in the limelight of IT
- Technical processing requires storability of knowledge
- for this, knowledge needs to be formalisable, explicit, in most cases also exact and complete
- Formalisable knowledge as basis for storage, transfer and automatic processing
- simple structures, footnotes, simple links and even semantic nets or hypertext structures
- rules in expert systems and software agents
- Systems
- Expert Systems, Knowledge Databases, Knowledge Repositories, Data Warehouses
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Information vs Knowledge
- Information = Information + Information
- Combination of information without adding specific relevance and added value
- Knowledge = Information + pragmatic interpretation
- subject-relevant
- more than just information (enriched value)
- context-related
- receiving such knowledge may determine next action
- Knowledge = answering five key questions
- what, when, how, where, why
- Knowledge comprises the description of a problem up to its solution
- solution path
- objects, persons, artefacts involved
- potential deviations and consequences
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Limits of IT for knowledge processing
Problems to use IT for knowledge processing and knowledge management:
- knowledge need to be explicit, structured and formalised - but much of the relevant knowledge is implicit
- pragmatics, interpretation of knowledge in specific context
- estimation of relevance
- subjective character of knowledge
- knowledge elaboration, search and retrieval
- putting knowledge in different contexts bears the risk of misinterpretation and failures
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Knowledge in Social and Cognitive Sciences
Knowledge is specific to human beings
Individual |
Group |
|
explicit |
knowledge and expertise |
models, instructions |
implicit |
intuition and expertise |
group culture and praxis |
Distributed Cognition view:
- people embody knowledge in mediating artefacts such as computers, machine agents, rules, norms, practices
- and so, knowledge is always distributed
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Knowledge Carriers according to Distributed Cognition Theory
- Knowledge is an abstract issue always belonging to somebody or being embodied in some material or ideal artefact
- In e-Government, such knowledge carriers may be
- documentation (printed or electronic) in documents, files, administrative acts
- information systems such as databases, method bases, model bases, workflow systems, management information systems etc.
- physical artefacts: paper, signs etc.
- individuals and groups of employees of authorities or firms and citizens
- organisational structures, organisational cultures, social and cultural work practices
- products
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A Comprehensive Definition for Knowledge
Knowledge may be seen as
- A sort of combining information (net of information)
- Based on a given purpose (purpose-oriented)
- Directed towards a desired goal (goal-oriented)
- Itt meaning is related to a specific context
- Has relevance for somebody (subject-oriented)
- is object to subjective interpretation
- Collection of ideal models
- individual or groups of people are modelling circumstances, desires, transactions and procedures of a real world into internal cognitive models (dual material-ideal world)
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Perspectives on Knowledge
- Implicit vs. explicit knowledge
- Knowledge types regarding process, content and context
- Distributed knowledge
- human cognitive (mental) knowledge
- knowledge in physical artefacts
- knowledge in formal procedures, structures, practices, norms etc.
- Intellectual property: private, collective, organisational
- Static facts vs. dynamically changing knowledge
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Implicit Knowledge
- Difficulties to formalise, communicate and share it and hence to process, transfer and store it in a systematic and logical way
- explicit documentation needed to automatically process such knowledge
- Two dimensions - distinctions:
- technical: informal and difficult to formalise such as individual skills and expertise (Know-how)
- cognitive: schemata, mental models, convictions and perceptions which might be perceived as a matter of course
- Mainly in the heads and in implicit behaviour of individuals
- social practices
- encultured knowledge
- Subjective insights and intuition
- Ideals, subjective values and emotions, beliefs, desires, activities and experiences of individuals
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Explicit Knowledge
- Explicitly formalised knowledge
- in people‘s minds and external to humans in formal rules, norms, physical artefacts, structures etc.
- Mainly structured form
- Can be processed, transferred and stored automatically
- electronic data processing
- physical artefacts
- society
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Types of Knowledge and IT Support
[Image from Maria Wimmer]
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Property Issues of Knowledge
Private Knowledge
- access only for single individuals
- encoding/decoding or access restrictions
Collective Knowledge
- several individuals share it
- in larger organisational context such as communities of practice, local knowledge workers etc.
Organisational Knowledge Base
- conscious knowledge: part of the organisational knowledge base which is accessible for and can be used by all members of the organisation related to specific processes where such knowledge is required
- latent knowledge: decision-maker know about the existence of knowledge which, however, is not accessible due to access restrictions, structural barrieres, etc.
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Management of Knowledge
- Treating an organisation‘s information and knowledge as ”living” and active, rather than simply as a passive collection of records in huge data warehouses and repositories
- Ranging from the management of distributed knowledge to the building up of an organisational memory
- Computer mediated tools support in keeping information and knowledge accessible and relevant within and over the borders of an organisation
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Static vs. Dynamic Knowledge
- Active development of knowledge is always done
- by humans alone
- by humans in combined human-machine systems where the human contributes with his/her intelligence and adaptability to create
- Knowledge in any kind of artefact is static
- it needs maintenance by humans to update it, correct it or develop it
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Technical Support to Manage Knowledge
- Tools like electronic document management systems
- Collaborative tools such as Lotus Notes
- Argumentation systems such as Issue-Based Information Systems (IBIS)
- Knowledge based techniques
- Further complex support tools for ordering and retrieval such as indexing, categorising, semantic correspondences, definition of hyper-structures, fuzzy retrieval, case based search etc.
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Preconditions for Knowledge Management - I
- Requires information about where knowledge is located, available and accessible
- Requires information on where and how to store knowledge
- Competitive advantage results from a smooth strategy to access and retrieve knowledge for a specific need
- meta-knowledge on the knowledge bases spread over the organisation
- continuous collection of knowledge and assessment of its relevance
- adequate strategies for retrieval, access rights, property rights and rights to use the knowledge
- Efficient support and usage of IT potentials
- telecooperation, communication facilities, groupware support etc.
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Preconditions for Knowledge Management - II
- Regarding all levels of an organisation
- operative level: Usage and development of knowledge
- strategic level: organisational frame and infrastructure for an organisational knowledge exchange and knowledge creating environment
- Knowledge management is an important task of the core strategic management of an organisation
- strategic responsibility for an organisational knowledge transfer and to provide an adequate technical and organisational frame
- control responsibility
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Phases and Processes in Knowledge Management
- Management of the knowledge and information sources
- Management of the knowledge carriers and information holders
- Management of the available knowledge offer
- Management of the knowledge needs
- Management of the technical and organisational infrastructure, frame and constraints, communication flows, property rights, knowledge access and knowledge exchange
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Integrating Knowledge Management
- Integrated concept on different levels
- strategic knowledge management concepts
- integration from the operative up to the strategic level (strategic, normative and operative aspects)
- support individual as well as collective knowledge development
- Fulfil organisational and infrastructure preconditions
- Provide an adequate knowledge developing frame
- Bridging individual, group and organisation
- Openness for alternative approaches
