An Artificial Intelligence Technique for Information and Fact Retrieval: An Application in Medical Knowledge Processing (Information Systems)

Findler, Nicholas V.

ISBN 10: 0262560607 / ISBN 13: 9780262560603

Editore: Mit Pr, 1991

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Very Good Condition and Unread! Text is clean and unmarked! Light shelf wear to cover from storage. Has a small black line or red dot on bottom/exterior edge of pages. Codice articolo MIT-PB-VG-J-0262560607

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Titolo: An Artificial Intelligence Technique for ...

Casa editrice: Mit Pr

Data di pubblicazione: 1991

Legatura: paperback

Condizione: Very Good

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Riassunto:

Combining the strengths of human cognition and computer power, this book presents a practical application of artificial intelligence to the problem of retrieving information and facts with high-quality measures of precision and recall. It describes the System for Heuristic Retrieval of Information and Facts (SHRIF), a powerful and versatile system that is designed to exploit the lessons provided by humans who are able to attain partial, conflicting, and fuzzy goals effectively, despite limitations in speed and precision. In addition to information retrieval, SHRIF can serve as a model for any system with a variety of information processing objectives, from diagnosis and troubleshooting to classification and causal reasoning.

Findler employs the methodologies of knowledge representation, clustering techniques, natural language understanding, and information and fact retrieval to make use of the lessons provided by human effectiveness and flexibility in a variety of fuzzy domains. These lessons enable systems to assimilate new information, respond quickly to varying needs for information and facts, find sensible compromises in conflicting situations, distinguish between what is more and less important and between correct and faulty pieces of information, make inductive judgments on the basis of disjoint observations, discover and use partial similarities and analogies, and detect and correct errors.

Nicholas V. Findler is Research Professor of Computer Science and Director of the Artificial Intelligence Laboratory at Arizona State University.

Product Description:

Book by Findler Nicholas V