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 manip Ulation 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 of KBMSs, 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.
Joachim W. Schmidt & Costantino Thanos
Foundations of Knowledge Base Management [PDF ebook]
Contributions from Logic, Databases, and Artificial Intelligence Applications
Foundations of Knowledge Base Management [PDF ebook]
Contributions from Logic, Databases, and Artificial Intelligence Applications
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Ngôn ngữ Anh ● định dạng PDF ● ISBN 9783642833977 ● Biên tập viên Joachim W. Schmidt & Costantino Thanos ● Nhà xuất bản Springer Berlin Heidelberg ● Được phát hành 2012 ● Có thể tải xuống 3 lần ● Tiền tệ EUR ● TÔI 6382465 ● Sao chép bảo vệ Adobe DRM
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