{"id":"https://openalex.org/W2003885074","doi":"https://doi.org/10.1145/1146238.1146246","title":"Looking for bugs in all the right places","display_name":"Looking for bugs in all the right places","publication_year":2006,"publication_date":"2006-07-21","ids":{"openalex":"https://openalex.org/W2003885074","doi":"https://doi.org/10.1145/1146238.1146246","mag":"2003885074"},"language":"en","primary_location":{"id":"doi:10.1145/1146238.1146246","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1146238.1146246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2006 international symposium on Software testing and analysis","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/A5103584056","display_name":"Robert M. Bell","orcid":null},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Robert M. Bell","raw_affiliation_strings":["AT&amp;T Labs - Research, Florham Park, NJ"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs - Research, Florham Park, NJ","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112297620","display_name":"Thomas J. Ostrand","orcid":null},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas J. Ostrand","raw_affiliation_strings":["AT&amp;T Labs - Research, Florham Park, NJ"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs - Research, Florham Park, NJ","institution_ids":["https://openalex.org/I1283103587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110160347","display_name":"Elaine J. Weyuker","orcid":"https://orcid.org/0000-0002-1660-199X"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elaine J. Weyuker","raw_affiliation_strings":["AT&amp;T Labs - Research, Florham Park, NJ"],"affiliations":[{"raw_affiliation_string":"AT&amp;T Labs - Research, Florham Park, NJ","institution_ids":["https://openalex.org/I1283103587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103584056"],"corresponding_institution_ids":["https://openalex.org/I1283103587"],"apc_list":null,"apc_paid":null,"fwci":25.8193,"has_fulltext":false,"cited_by_count":102,"citation_normalized_percentile":{"value":0.99393303,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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"}},{"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":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7229021787643433},{"id":"https://openalex.org/keywords/negative-binomial-distribution","display_name":"Negative binomial distribution","score":0.6283557415008545},{"id":"https://openalex.org/keywords/source-lines-of-code","display_name":"Source lines of code","score":0.5331805348396301},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4916909337043762},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4831647276878357},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45126959681510925},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.44626399874687195},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.44622039794921875},{"id":"https://openalex.org/keywords/binomial","display_name":"Binomial (polynomial)","score":0.41121017932891846},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.41064178943634033},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33780381083488464},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23228991031646729},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2123309075832367},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21187525987625122},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.15893560647964478},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.09753784537315369},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09293591976165771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7229021787643433},{"id":"https://openalex.org/C199335787","wikidata":"https://www.wikidata.org/wiki/Q743364","display_name":"Negative binomial distribution","level":3,"score":0.6283557415008545},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.5331805348396301},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4916909337043762},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4831647276878357},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45126959681510925},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.44626399874687195},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.44622039794921875},{"id":"https://openalex.org/C2781315470","wikidata":"https://www.wikidata.org/wiki/Q193623","display_name":"Binomial (polynomial)","level":2,"score":0.41121017932891846},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.41064178943634033},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33780381083488464},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23228991031646729},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2123309075832367},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21187525987625122},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.15893560647964478},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.09753784537315369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09293591976165771},{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1146238.1146246","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1146238.1146246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2006 international symposium on Software testing and analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310343","display_name":"Drexel University","ror":"https://ror.org/04bdffz58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1528905581","https://openalex.org/W1554055400","https://openalex.org/W2007705030","https://openalex.org/W2027483357","https://openalex.org/W2029833477","https://openalex.org/W2031217575","https://openalex.org/W2066459581","https://openalex.org/W2079729471","https://openalex.org/W2091156707","https://openalex.org/W2109288821","https://openalex.org/W2110656807","https://openalex.org/W2123127356","https://openalex.org/W2127375184","https://openalex.org/W2136811501","https://openalex.org/W2141051748","https://openalex.org/W2144869437","https://openalex.org/W2147105902","https://openalex.org/W2151191515","https://openalex.org/W2153627807","https://openalex.org/W2154816175","https://openalex.org/W2159610968","https://openalex.org/W4244437277","https://openalex.org/W4301861531","https://openalex.org/W6652271576"],"related_works":["https://openalex.org/W4366831151","https://openalex.org/W2021262032","https://openalex.org/W4289107413","https://openalex.org/W2168240415","https://openalex.org/W1560412976","https://openalex.org/W2951653635","https://openalex.org/W3190859260","https://openalex.org/W4293580152","https://openalex.org/W1935050324","https://openalex.org/W1968224716"],"abstract_inverted_index":{"We":[0,102],"continue":[1],"investigating":[2],"the":[3,29,57,88,104,110,131,135,139,143,147,155,158,162,173,179],"use":[4,105],"of":[5,56,80,87,106,109,146,157,161,172],"a":[6,16,66,73,118],"negative":[7,111],"binomial":[8,112],"regression":[9,113],"model":[10,149],"to":[11,24,98,123,152],"predict":[12],"which":[13],"files":[14,164],"in":[15,28,178],"large":[17],"industrial":[18],"software":[19,76],"system":[20,64,93,128],"are":[21,96],"most":[22],"likely":[23],"contain":[25],"many":[26],"faults":[27,174],"next":[30,181],"release.":[31],"A":[32],"new":[33],"empirical":[34],"study":[35],"is":[36,40,48],"described":[37],"whose":[38],"subject":[39],"an":[41],"automated":[42],"voice":[43],"response":[44],"system.":[45],"Not":[46],"only":[47],"this":[49,92,127],"system's":[50,163,180],"functionality":[51],"substantially":[52],"different":[53,75,140],"from":[54,134],"that":[55,165,175],"earlier":[58,89,136],"systems":[59,90],"we":[60],"studied":[61],"(an":[62],"inventory":[63],"and":[65,129],"service":[67],"provisioning":[68],"system),":[69],"it":[70],"also":[71],"uses":[72],"significantly":[74],"development":[77,141],"process.":[78],"Instead":[79],"having":[81],"regularly":[82],"scheduled":[83],"releases":[84],"as":[85,99,115,117],"both":[86],"did,":[91],"has":[94],"what":[95],"referred":[97],"\"continuous":[100],"releases.\"":[101],"explore":[103],"three":[107,170],"versions":[108],"model,":[114,122],"well":[116],"simple":[119],"lines-of-code":[120],"based":[121],"make":[124],"predictions":[125],"for":[126],"discuss":[130],"differences":[132],"observed":[133],"studies.":[137],"Despite":[138],"process,":[142],"best":[144],"version":[145],"prediction":[148],"was":[150],"able":[151],"identify,":[153],"over":[154],"lifetime":[156],"project,":[159],"20%":[160],"contained,":[166],"on":[167],"average,":[168],"nearly":[169],"quarters":[171],"were":[176],"detected":[177],"releases.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
