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Rule Groupings: A Software Engineering Approach Towards Verification of Expert Systems

Rule Groupings: A Software Engineering Approach Towards Verification of Expert Systems

          
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About the Book

Currently, most expert system shells do not address software engineering issues for developing or maintaining expert systems. As a result, large expert systems tend to be incomprehensible, difficult to debug or modify and almost impossible to verify or validate. Partitioning rule based systems into rule groups which reflect the underlying subdomains of the problem should enhance the comprehensibility, maintainability, and reliability of expert system software. Attempts were made to semiautomatically structure a CLIPS rule base into groups of related rules that carry the same type of information. Different distance metrics that capture relevant information from the rules for grouping are discussed. Two clustering algorithms that partition the rule base into groups of related rules are given. Two independent evaluation criteria are developed to measure the effectiveness of the grouping strategies. Results of the experiment with three sample rule bases are presented. Mehrotra, Mala Unspecified Center ALGORITHMS; EXPERT SYSTEMS; KNOWLEDGE BASES (ARTIFICIAL INTELLIGENCE); PARTITIONS (MATHEMATICS); PROGRAM VERIFICATION (COMPUTERS); RULES; SOFTWARE ENGINEERING; CHECKOUT; CLUSTER ANALYSIS; FILE MAINTENANCE (COMPUTERS); GROUP THEORY; PATTERN RECOGNITION; RELIABILITY...


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Product Details
  • ISBN-13: 9781731250780
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 279 mm
  • No of Pages: 116
  • Spine Width: 6 mm
  • Width: 216 mm
  • ISBN-10: 1731250789
  • Publisher Date: 14 Nov 2018
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Weight: 285 gr


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