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Knowledge Acquisition for Expert Systems: A Practical Handbook (University Series in Mathematics) Pdf

Download Knowledge Acquisition for Expert Systems: A Practical Handbook (University Series in Mathematics) Pdf

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Book Description:

Developing an skilled system consists of eliciting, analyzing, and deciphering the knowledge that a human expert makes use of when fixing points. Expe­ rience has confirmed that this implies of "info acquisition" is every troublesome and time consuming and is often a critical bottleneck in the manufacturing of expert methods. Sadly, an sufficient theoretical basis for info acquisition has not however been established. This re­ quires a classification of data domains and disadvantage-fixing duties and an improved understanding of the connection between info buildings in human and machine. Inside the meantime, skilled system builders need entry to particulars concerning the strategies presently being employed and their effectiveness in completely totally different functions. The aim of this book, subsequently, is to draw on the experience of AI scientists, cognitive psychologists, and knowledge engineers in discussing particular acquisition strategies and providing smart suggestion on their software. Each chapter presents an in depth description of a selected technique or methodology utilized inside a selected exercise space. The relative strengths and weaknesses of the tech­ nique are summarized on the end of each chapter with some steered ideas for its use. We hope that this book will not solely perform a wise handbook for expert system builders, however in addition be of curiosity to AI and cognitive scientists who’re in search of to develop a precept of data acquisition for skilled strategies.




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