Rule-base coverage analysis applied to test case selection

作者: Valerie Barr

DOI: 10.1023/A:1018910610141

关键词: HeuristicsTest Management ApproachPopulationTest dataData miningTest caseComputer scienceModified condition/decision coverageTest suiteTest set

摘要: In this paper we discuss ways in which coverage analysis, obtained during execution of test cases over a ruledbase, can be used to highlight problems both the suite and thereby pointing areas cannot guarantee or predict system’s performance. particular, present series heuristics use information metadknowledge about larger population select additional from population, event that initial set is incomplete. This forms basis an incremental approach ruledbase testing allows us increase completeness improve increasing kinds for has been executed testing. We demonstrate heuristic data selection using generated by TRUBAC, tool implements analysis methods, applied analyze prototype system diagnosis rheumatological diseases.

参考文章(6)
Edward H. Shortliffe, Bruce Buchanan, The problem of evaluation brazilian symposium on geoinformatics. ,(1984)
Lawrence C. Kingsland, Evaluation of Medical Expert Systems: Experience with the AI/RHEUM Knowledge-Based Consultant System in Rheumatology annual symposium on computer application in medical care. pp. 292- 295 ,(1988) , 10.1007/978-1-4613-8777-0_16
Peter Jackson, Introduction to expert systems ,(1986)
Robert M. O'Keefe, Daniel E. O'Leary, Expert system verification and validation: a survey and tutorial Artificial Intelligence Review. ,vol. 7, pp. 3- 42 ,(1993) , 10.1007/BF00849196
Pedro Meseguer, Structural and Performance Metrics for Rule-Based Expert Systems. EUROVAV. pp. 165- 178 ,(1991)
Peter Jackson, Introduction to Expert Systems Second Edition Addison- Wesley Publishing Company. ,(1990)