{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,3]],"date-time":"2022-04-03T06:41:31Z","timestamp":1648968091250},"reference-count":0,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Soft. Eng. Knowl. Eng."],"published-print":{"date-parts":[[1993,3]]},"abstract":"<jats:p> In this paper we develop a software reliability model for Artificial Intelligence (AI) programs. We show that conventional software reliability models must be modified to incorporate certain special characteristics of AI programs, such as (1) failures due to intrinsic faults, e.g., limitations due to heuristics and other basic AI techniques, (2) fuzzy correctness criterion, i.e., difficulty in accurately classifying the output of some AI programs as correct or incorrect, (3) planning-time versus execution-time tradeoffs, and (4) reliability growth due to an evolving knowledge base. We illustrate the approach by modifying the Musa-Okumoto software reliability growth model to incorporate failures due to intrinsic faults and to accept fuzzy failure data. The utility of the model is exemplified with a robot path-planning problem. <\/jats:p>","DOI":"10.1142\/s0218194093000057","type":"journal-article","created":{"date-parts":[[2004,11,23]],"date-time":"2004-11-23T03:29:30Z","timestamp":1101180570000},"page":"99-114","source":"Crossref","is-referenced-by-count":5,"title":["A SOFTWARE RELIABILITY MODEL FOR ARTIFICIAL INTELLIGENCE PROGRAMS"],"prefix":"10.1142","volume":"03","author":[{"given":"FAROKH B.","family":"BASTANI","sequence":"first","affiliation":[{"name":"Department of Computer Science, University of Houston, Houston, TX 77204\u20133475, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"ING-RAY","family":"CHEN","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, University of Mississippi, Weir 302, MS 38677, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"TA-WEI","family":"TSAO","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, University of Mississippi, Weir 302, MS 38677, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"container-title":["International Journal of Software Engineering and Knowledge Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218194093000057","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T16:04:30Z","timestamp":1565193870000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218194093000057"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1993,3]]},"references-count":0,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[1993,3]]}},"alternative-id":["10.1142\/S0218194093000057"],"URL":"https:\/\/doi.org\/10.1142\/s0218194093000057","relation":{},"ISSN":["0218-1940","1793-6403"],"issn-type":[{"value":"0218-1940","type":"print"},{"value":"1793-6403","type":"electronic"}],"subject":[],"published":{"date-parts":[[1993,3]]}}}