{"id":"https://openalex.org/W2158616195","doi":"https://doi.org/10.1145/1882362.1882433","title":"Bayesian reasoning for software testing","display_name":"Bayesian reasoning for software testing","publication_year":2010,"publication_date":"2010-11-07","ids":{"openalex":"https://openalex.org/W2158616195","doi":"https://doi.org/10.1145/1882362.1882433","mag":"2158616195"},"language":"en","primary_location":{"id":"doi:10.1145/1882362.1882433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1882362.1882433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the FSE/SDP workshop on Future of software engineering research","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/A5026464816","display_name":"Akbar Siami Namin","orcid":"https://orcid.org/0000-0002-1646-7495"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akbar Siami Namin","raw_affiliation_strings":["Texas Tech University, Lubbock, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019725446","display_name":"Mohan Sridharan","orcid":"https://orcid.org/0000-0001-9922-8969"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohan Sridharan","raw_affiliation_strings":["Texas Tech University, Lubbock, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, Lubbock, TX, USA","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3614,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.84140726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9997000098228455,"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":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.7632015943527222},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5670417547225952},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5507095456123352},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.522811770439148},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5111861824989319},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.46976137161254883},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.43144360184669495},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4288504421710968},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3877059519290924},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3702331781387329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35700318217277527},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11897769570350647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632015943527222},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5670417547225952},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5507095456123352},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.522811770439148},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5111861824989319},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.46976137161254883},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.43144360184669495},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4288504421710968},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3877059519290924},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3702331781387329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35700318217277527},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11897769570350647},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1882362.1882433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1882362.1882433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the FSE/SDP workshop on Future of software engineering research","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1485665058","https://openalex.org/W1515851193","https://openalex.org/W1663973292","https://openalex.org/W1963918008","https://openalex.org/W1988755690","https://openalex.org/W1990313671","https://openalex.org/W2009086942","https://openalex.org/W2045638068","https://openalex.org/W2060993269","https://openalex.org/W2080406045","https://openalex.org/W2089850018","https://openalex.org/W2095878246","https://openalex.org/W2097242646","https://openalex.org/W2099111195","https://openalex.org/W2100553995","https://openalex.org/W2107261164","https://openalex.org/W2115224143","https://openalex.org/W2121470602","https://openalex.org/W2121863487","https://openalex.org/W2124445380","https://openalex.org/W2131891947","https://openalex.org/W2133575467","https://openalex.org/W2135452472","https://openalex.org/W2140060749","https://openalex.org/W2140246936","https://openalex.org/W2145064897","https://openalex.org/W2152417223","https://openalex.org/W2156296121","https://openalex.org/W2156603809","https://openalex.org/W2162376048","https://openalex.org/W2167336311","https://openalex.org/W2167426865","https://openalex.org/W2168359464","https://openalex.org/W2168845218","https://openalex.org/W2336416123","https://openalex.org/W3017201198","https://openalex.org/W4233319527","https://openalex.org/W4285198546","https://openalex.org/W4285719527","https://openalex.org/W6629510986","https://openalex.org/W6661898942","https://openalex.org/W6703161083","https://openalex.org/W7026635939"],"related_works":["https://openalex.org/W2140677443","https://openalex.org/W2023346118","https://openalex.org/W2103619076","https://openalex.org/W2017291030","https://openalex.org/W4214835859","https://openalex.org/W4312927049","https://openalex.org/W2380017313","https://openalex.org/W2520111506","https://openalex.org/W89025794","https://openalex.org/W1988477230"],"abstract_inverted_index":{"Despite":[0],"significant":[1],"advances":[2],"in":[3],"software":[4,12,35,74,100],"testing":[5,75],"research,":[6],"the":[7,29,49,58,107],"ability":[8],"to":[9,48,99,106,119],"produce":[10],"reliable":[11,71],"products":[13],"for":[14,69],"a":[15,92],"variety":[16],"of":[17,46,82,94,110],"critical":[18],"applications":[19],"remains":[20],"an":[21,65],"open":[22],"problem.":[23],"The":[24],"key":[25],"challenge":[26],"has":[27],"been":[28],"fact":[30],"that":[31],"each":[32],"program":[33,53,77],"or":[34],"product":[36],"is":[37,88],"unique,":[38],"and":[39,72,76],"existing":[40],"methods":[41,63,87,112],"are":[42,97,113],"predominantly":[43],"not":[44],"capable":[45],"adapting":[47],"observations":[50],"made":[51],"during":[52],"analysis.":[54,78],"This":[55],"paper":[56],"makes":[57],"following":[59],"claim:":[60],"Bayesian":[61,85,111],"reasoning":[62,86],"provide":[64],"ideal":[66],"research":[67],"paradigm":[68],"achieving":[70],"efficient":[73],"A":[79],"brief":[80],"overview":[81],"some":[83,103],"popular":[84],"provided,":[89],"along":[90,115],"with":[91,116],"justification":[93],"why":[95],"they":[96],"applicable":[98],"testing.":[101],"Furthermore,":[102],"practical":[104],"challenges":[105],"widespread":[108],"use":[109],"discussed,":[114],"possible":[117],"solutions":[118],"these":[120],"challenges.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}