Foundations of Knowledge Base Management

Foundations of Knowledge Base Management
Author: Joachim W. Schmidt
Publisher: Springer Science & Business Media
Total Pages: 566
Release: 2012-12-06
Genre: Computers
ISBN: 3642833977


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In the past, applied artificial intelligence systems were built with particular emphasis on general reasoning methods intended to function efficiently, even when only relatively little domain-specific knowledge was available. In other words, AI technology aimed at the processing of knowledge stored under comparatively general representation schemes. Nowadays, the focus has been redirected to the role played by specific and detailed knowledge, rather than to the reasoning methods themselves. Many new application systems are centered around knowledge bases, i. e. , they are based on large collections offacts, rules, and heuristics that cap ture knowledge about a specific domain of applications. Experience has shown that when used in combination with rich knowledge bases, even simple reasoning methods can be extremely effective in a wide variety of problem domains. Knowledge base construction and management will thus become the key factor in the development of viable knowledge-based ap plications. Knowledge Base Management Systems (KBMSs) are being proposed that provide user-friendly environments for the construction, retrieval, and manipUlation of large shared knowledge bases. In addition to deductive reasoning, KBMSs require operational characteristics such as concurrent access, integrity maintenance, error recovery, security, and perhaps distribution. For the development ofKBMSs, the need to integrate concepts and technologies from different areas, such as Artificial Intel ligence, Databases, and Logic, has been widely recognized. One of the central issues for KBMSs is the framework used for knowledge representation-semantic networks, frames, rules, and logics are proposed by the AI and logic communities.


Foundations of Knowledge Base Management
Language: en
Pages: 566
Authors: Joachim W. Schmidt
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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In the past, applied artificial intelligence systems were built with particular emphasis on general reasoning methods intended to function efficiently, even whe
Foundations of Knowledge Base Management
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In the past, applied artificial intelligence systems were built with particular emphasis on general reasoning methods intended to function efficiently, even whe
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Om viden/lærdom og formidlingen af den, også i virksomheder.
Knowledge Management in Theory and Practice, third edition
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Type: BOOK - Published: 2017-12-22 - Publisher: MIT Press

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A new, thoroughly updated edition of a comprehensive overview of knowledge management (KM), covering theoretical foundations, the KM process, tools, and profess
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One of the main uses of computer systems is the management of large amounts of symbolic information representing the state of some application domain, such as i