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Titlebook: Automating Knowledge Acquisition for Expert Systems; Sandra Marcus Book 1988 Kluwer Academic Publishers 1988 expert system.knowledge.probl

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发表于 2025-3-21 17:52:05 | 显示全部楼层 |阅读模式
期刊全称Automating Knowledge Acquisition for Expert Systems
影响因子2023Sandra Marcus
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学科分类The Springer International Series in Engineering and Computer Science
图书封面Titlebook: Automating Knowledge Acquisition for Expert Systems;  Sandra Marcus Book 1988 Kluwer Academic Publishers 1988 expert system.knowledge.probl
影响因子In June of 1983, our expert systems research group at Carnegie Mellon University began to work actively on automating knowledge acquisition for expert systems. In the last five years, we have developed several tools under the pressure and influence of building expert systems for business and industry. These tools include the five described in chapters 2 through 6 -­ MORE, MOLE, SALT, KNACK and SIZZLE. One experiment, conducted jointly by developers at Digital Equipment Corporation, the Soar research group at Carnegie Mellon, and members of our group, explored automation of knowledge acquisition and code development for XCON (also known as R1), a production-level expert system for configuring DEC computer systems. This work influenced the development of RIME, a programming methodology developed at Digital which is the subject of chapter 7. This book describes the principles that guided our work, looks in detail at the design and operation of each tool or methodology, and reports some lessons learned from the enterprise. of the work, brought out in the introductory chapter, is A common theme that much power can be gained by understanding the roles that domain knowledge plays in probl
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Automating Knowledge Acquisition for Expert Systems
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https://doi.org/10.1057/978-1-137-52526-0 be performed using a cover-and-differentiate problem-solving method. Using this method, the expert system generated by MOLE proposes a set of candidate explanations for the events or states that need to be explained (or covered) and then differentiates among the candidates, picking the candidates t
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Carol Reid,Donna-Maree Stephensnstructs a design incrementally by proposing values for design parameters, identifying constraints on design parameters as the design develops, and revising decisions in response to constraint violations in the proposal. This problem-solving strategy provides the basis for SALT’s knowledge represent
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Education Dialogues with/in the Global Southesupposed acquire-and-present problem-solving method used by the expert systems it generates. The method incrementally acquires relevant information and produces a report. It can also be combined with other problem-solving methods. An important goal in the development of KNACK is to create a tool th
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Tying Strategic Analytics to Data Analyticse latter is indicated, it is even less apparent how to proceed. XCON. (also known as R1) [McDermott 82, Bachant 84], an expert system application that configures DEC computer systems, has evolved over time and expanded in scope. At one level, its task is understood, as the program is used extensivel
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