{"id":"https://openalex.org/W2899100292","doi":"https://doi.org/10.1145/3236024.3264599","title":"WarningsGuru: integrating statistical bug models with static analysis to provide timely and specific bug warnings","display_name":"WarningsGuru: integrating statistical bug models with static analysis to provide timely and specific bug warnings","publication_year":2018,"publication_date":"2018-10-26","ids":{"openalex":"https://openalex.org/W2899100292","doi":"https://doi.org/10.1145/3236024.3264599","mag":"2899100292"},"language":"en","primary_location":{"id":"doi:10.1145/3236024.3264599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3236024.3264599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5017267679","display_name":"Louis-Philippe Querel","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Louis-Philippe Querel","raw_affiliation_strings":["Concordia University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020289098","display_name":"Peter C. Rigby","orcid":"https://orcid.org/0000-0003-1137-4297"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter C. Rigby","raw_affiliation_strings":["Concordia University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia University, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"892","last_page":"895"},"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":0.9994000196456909,"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":0.9966999888420105,"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/commit","display_name":"Commit","score":0.8261951208114624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7630702257156372},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6649887561798096},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.5827159881591797},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5781116485595703},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.5691355466842651},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5384035110473633},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4982314109802246},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4855808615684509},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4739534854888916},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.46759599447250366},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46334534883499146},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.45503732562065125},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3752949833869934},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3478464186191559},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33036404848098755},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26612532138824463},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2364862859249115},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17277798056602478},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.17207223176956177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12471425533294678}],"concepts":[{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.8261951208114624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630702257156372},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6649887561798096},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.5827159881591797},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5781116485595703},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5691355466842651},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5384035110473633},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4982314109802246},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4855808615684509},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4739534854888916},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.46759599447250366},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46334534883499146},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.45503732562065125},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3752949833869934},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3478464186191559},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33036404848098755},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26612532138824463},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2364862859249115},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17277798056602478},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.17207223176956177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12471425533294678},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3236024.3264599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3236024.3264599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W814172419","https://openalex.org/W2057826716","https://openalex.org/W2069588288","https://openalex.org/W2111421634","https://openalex.org/W2125343911","https://openalex.org/W2147386665","https://openalex.org/W2151666086","https://openalex.org/W2159613309","https://openalex.org/W2527889679","https://openalex.org/W2624094989"],"related_works":["https://openalex.org/W4240545424","https://openalex.org/W2360139790","https://openalex.org/W2019168903","https://openalex.org/W2998602372","https://openalex.org/W4233410239","https://openalex.org/W2964781046","https://openalex.org/W2563096791","https://openalex.org/W2735834919","https://openalex.org/W3196559688","https://openalex.org/W2078393527"],"abstract_inverted_index":{"The":[0,235],"detection":[1],"of":[2,20,35,51,93,114,134,183,199,227],"bugs":[3],"in":[4,123,165,195],"software":[5],"systems":[6],"has":[7,32],"been":[8],"divided":[9],"into":[10],"two":[11,171],"research":[12,105],"areas:":[13],"static":[14,83,193],"code":[15,126],"analysis":[16,24,84,194],"and":[17,95,128,136,181,209,219,229,239],"statistical":[18,46,86,177],"modeling":[19],"historical":[21],"data.":[22],"Static":[23],"indicates":[25],"precise":[26,75,148],"problems":[27],"on":[28],"line":[29,102],"numbers":[30],"but":[31],"the":[33,49,52,72,74,78,91,101,197,210,225],"disadvantage":[34],"suggesting":[36],"many":[37],"warning":[38,153],"which":[39,56],"are":[40,60,163],"often":[41],"false":[42],"positives.":[43],"In":[44],"contrast,":[45],"models":[47,88],"use":[48],"history":[50],"system":[53],"to":[54,62,71,89,108,158,233],"suggest":[55],"files":[57],"or":[58],"commits":[59,122,135,185,201,212,228],"likely":[61],"contain":[63],"bugs.":[64],"These":[65],"course-grained":[66],"predictions":[67],"do":[68],"not":[69],"indicate":[70],"developer":[73],"reasons":[76],"for":[77,206],"bug":[79,87],"prediction.":[80],"We":[81,221],"combine":[82,190],"with":[85,146,192,202,213],"limit":[90],"number":[92,113,198,211,226],"warnings":[94,98,161,203,215,230],"provide":[96],"specific":[97],"information":[99,149],"at":[100,243],"level.":[103],"Previous":[104],"was":[106],"able":[107],"process":[109,140],"only":[110,217],"a":[111,124,152],"limited":[112],"releases,":[115],"our":[116],"tool,":[117,236],"WarningsGuru,":[118],"can":[119,222],"analyze":[120],"all":[121,184],"source":[125,237],"repository":[127],"we":[129,139,143,189],"currently":[130],"have":[131,232],"processed":[132],"thousands":[133],"warnings.":[137],"Since":[138],"every":[141],"commit,":[142],"present":[144],"developers":[145,231],"more":[147],"about":[150],"when":[151],"is":[154,204,216,241],"introduced":[155,164],"allowing":[156],"us":[157],"show":[159,174],"recent":[160],"that":[162,175],"statistically":[166],"risky":[167,200],"commits.":[168],"Results":[169],"from":[170],"OSS":[172],"projects":[173,208],"CommitGuru's":[176],"model":[178],"flags":[179],"25%":[180],"29%":[182],"as":[186],"risky.":[187],"When":[188],"this":[191],"WarningsGuru":[196],"20%":[205],"both":[207],"new":[214],"3%":[218],"6%.":[220],"drastically":[223],"reduce":[224],"examine.":[234],"code,":[238],"demo":[240],"available":[242],"https://github.com/louisq/warningsguru.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}