{"id":"https://openalex.org/W2103619076","doi":"https://doi.org/10.1109/qsic.2003.1319083","title":"How to test software for optimal software reliability assessment","display_name":"How to test software for optimal software reliability assessment","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2103619076","doi":"https://doi.org/10.1109/qsic.2003.1319083","mag":"2103619076"},"language":"en","primary_location":{"id":"doi:10.1109/qsic.2003.1319083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qsic.2003.1319083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Quality Software, 2003. Proceedings.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103991023","display_name":"Kai\u2010Yuan Cai","orcid":"https://orcid.org/0000-0001-5206-3933"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai-Yuan Cai","raw_affiliation_strings":["Department of Automatic Control, Beijing Aeronautics and Astronautics University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control, Beijing Aeronautics and Astronautics University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101806000","display_name":"Yongchao Li","orcid":"https://orcid.org/0000-0002-4460-9702"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong-Chao Li","raw_affiliation_strings":["Department of Automatic Control, Beijing Aeronautics and Astronautics University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control, Beijing Aeronautics and Astronautics University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349854","display_name":"Ke Liu","orcid":"https://orcid.org/0000-0002-5224-1485"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ke Liu","raw_affiliation_strings":["Chinese Academy and Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy and Sciences, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7452,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7427199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.7829188108444214},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.6959048509597778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6760967373847961},{"id":"https://openalex.org/keywords/verification-and-validation","display_name":"Verification and validation","score":0.6316089630126953},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.6177995204925537},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5643690824508667},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5353975892066956},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.4927733242511749},{"id":"https://openalex.org/keywords/software-verification","display_name":"Software verification","score":0.4645165503025055},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.43844306468963623},{"id":"https://openalex.org/keywords/non-regression-testing","display_name":"Non-regression testing","score":0.4188115894794464},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4120492935180664},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3648301661014557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13959616422653198},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08192175626754761}],"concepts":[{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.7829188108444214},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.6959048509597778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6760967373847961},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.6316089630126953},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.6177995204925537},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5643690824508667},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5353975892066956},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.4927733242511749},{"id":"https://openalex.org/C33054407","wikidata":"https://www.wikidata.org/wiki/Q6504747","display_name":"Software verification","level":5,"score":0.4645165503025055},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.43844306468963623},{"id":"https://openalex.org/C86469151","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Non-regression testing","level":5,"score":0.4188115894794464},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4120492935180664},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3648301661014557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13959616422653198},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08192175626754761},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/qsic.2003.1319083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qsic.2003.1319083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third International Conference on Quality Software, 2003. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1576266525","https://openalex.org/W1607065182","https://openalex.org/W1972467266","https://openalex.org/W1996517887","https://openalex.org/W2010654234","https://openalex.org/W2032401275","https://openalex.org/W2052009751","https://openalex.org/W2061464740","https://openalex.org/W2068782949","https://openalex.org/W2121459537","https://openalex.org/W2135056756","https://openalex.org/W2136341945","https://openalex.org/W2147561938","https://openalex.org/W2153242493","https://openalex.org/W2171242934","https://openalex.org/W2280396156","https://openalex.org/W2332678043","https://openalex.org/W4212991566","https://openalex.org/W4245744559","https://openalex.org/W4293256909","https://openalex.org/W6680289688","https://openalex.org/W6681615751"],"related_works":["https://openalex.org/W2140677443","https://openalex.org/W2439389792","https://openalex.org/W2044965688","https://openalex.org/W2012057830","https://openalex.org/W2379530139","https://openalex.org/W2029555411","https://openalex.org/W4224250221","https://openalex.org/W2199893447","https://openalex.org/W2987413445","https://openalex.org/W2435619183"],"abstract_inverted_index":{"The":[0,94],"controlled":[1,16,24],"Markov":[2,17],"chains":[3],"(CMC)":[4],"approach":[5,43,78],"to":[6,46,82,103],"software":[7,11,28,50,55,64,87,91,108,115],"testing":[8,29,51,88],"models":[9],"the":[10,32,41,49,76,85,104,112],"under":[12],"test":[13],"as":[14,22,31,70],"a":[15,23,101],"chain":[18],"and":[19,75,116],"treats":[20,27],"it":[21],"object.":[25],"It":[26],"strategy":[30],"corresponding":[33],"controller.":[34],"Our":[35],"previous":[36],"work":[37,95],"has":[38],"shown":[39],"that":[40,63,110],"CMC":[42,77],"is":[44,79,100],"applicable":[45,81],"dealing":[47,83],"with":[48,84],"problem":[52,74,89],"for":[53,90],"optimal":[54,86],"reliability":[56,65,92],"growth.":[57],"In":[58],"this":[59,98],"paper":[60,99],"we":[61],"show":[62],"assessment":[66],"can":[67],"be":[68],"treated":[69],"an":[71],"adaptive":[72],"control":[73],"also":[80],"assessment.":[93],"presented":[96],"in":[97],"contribution":[102],"new":[105],"area":[106],"of":[107],"cybernetics":[109],"explores":[111],"interplay":[113],"between":[114],"control.":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}