{"id":"https://openalex.org/W2159121357","doi":"https://doi.org/10.1145/1810295.1810310","title":"Making defect-finding tools work for you","display_name":"Making defect-finding tools work for you","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2159121357","doi":"https://doi.org/10.1145/1810295.1810310","mag":"2159121357"},"language":"en","primary_location":{"id":"doi:10.1145/1810295.1810310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1810295.1810310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2","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/A5041153412","display_name":"Mangala Gowri Nanda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mangala Gowri Nanda","raw_affiliation_strings":["IBM Research - India"],"affiliations":[{"raw_affiliation_string":"IBM Research - India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101560773","display_name":"Monika Gupta","orcid":"https://orcid.org/0000-0002-8030-4367"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monika Gupta","raw_affiliation_strings":["IBM Research - India"],"affiliations":[{"raw_affiliation_string":"IBM Research - India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016963468","display_name":"Saurabh Sinha","orcid":"https://orcid.org/0000-0001-7453-9576"},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Sinha","raw_affiliation_strings":["IBM Research - India"],"affiliations":[{"raw_affiliation_string":"IBM Research - India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965118","display_name":"Satish Chandra","orcid":"https://orcid.org/0000-0003-2546-9000"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish Chandra","raw_affiliation_strings":["IBM Research - TJ Watson Research Center"],"affiliations":[{"raw_affiliation_string":"IBM Research - TJ Watson Research Center","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102834989","display_name":"David Schmidt","orcid":"https://orcid.org/0009-0009-0119-1068"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Schmidt","raw_affiliation_strings":["IBM Tivoli"],"affiliations":[{"raw_affiliation_string":"IBM Tivoli","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072945747","display_name":"Pradeep Balachandran","orcid":"https://orcid.org/0000-0001-7752-0395"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pradeep Balachandran","raw_affiliation_strings":["IBM Rational"],"affiliations":[{"raw_affiliation_string":"IBM Rational","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041153412"],"corresponding_institution_ids":["https://openalex.org/I4210103279"],"apc_list":null,"apc_paid":null,"fwci":3.5742,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.94370628,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"108"},"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/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":0.9991000294685364,"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":0.7911759614944458},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7591860294342041},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7497560977935791},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.6182241439819336},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.6049052476882935},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5963835716247559},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.5512125492095947},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.536693274974823},{"id":"https://openalex.org/keywords/spurious-relationship","display_name":"Spurious relationship","score":0.48512133955955505},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47525355219841003},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.47428184747695923},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43666285276412964},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32880908250808716},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.28273317217826843},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18596768379211426},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14560467004776},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10931184887886047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7911759614944458},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7591860294342041},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7497560977935791},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6182241439819336},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.6049052476882935},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5963835716247559},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.5512125492095947},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.536693274974823},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.48512133955955505},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47525355219841003},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.47428184747695923},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43666285276412964},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32880908250808716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28273317217826843},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18596768379211426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14560467004776},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10931184887886047},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1810295.1810310","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1810295.1810310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1952428424","https://openalex.org/W1973468708","https://openalex.org/W1976920352","https://openalex.org/W1986453394","https://openalex.org/W1989657183","https://openalex.org/W1993836075","https://openalex.org/W2000429763","https://openalex.org/W2087527532","https://openalex.org/W2125343911","https://openalex.org/W2130243914","https://openalex.org/W2149598089","https://openalex.org/W2150874411","https://openalex.org/W2320107880","https://openalex.org/W3101964726"],"related_works":["https://openalex.org/W2360139790","https://openalex.org/W2901649410","https://openalex.org/W1843794072","https://openalex.org/W2019168903","https://openalex.org/W4240545424","https://openalex.org/W2563096791","https://openalex.org/W2998602372","https://openalex.org/W2964781046","https://openalex.org/W2735834919","https://openalex.org/W2942625968"],"abstract_inverted_index":{"Given":[0],"the":[1,58,88,91,104,112,128,138,141,144,151],"high":[2],"costs":[3],"of":[4,14,31,37,48,60,78,90,94,114,130,140,168],"software":[5],"testing":[6],"and":[7,35,51,71,100,126,161],"fixing":[8],"bugs":[9,15,102],"after":[10],"release,":[11],"early":[12],"detection":[13],"using":[16],"static":[17],"analysis":[18],"can":[19],"result":[20],"in":[21],"significant":[22],"savings.":[23],"However,":[24],"despite":[25],"their":[26],"many":[27,32],"benefits,":[28],"recent":[29],"availability":[30],"such":[33,62],"tools,":[34],"evidence":[36],"a":[38,79],"positive":[39],"return-on-investment,":[40],"static-analysis":[41,131],"tools":[42,70],"are":[43,84,157],"not":[44],"used":[45],"widely":[46],"because":[47],"various":[49],"usability":[50,55],"usefulness":[52,82],"problems.":[53,170],"The":[54,81],"inhibitors":[56],"include":[57],"lack":[59],"features,":[61],"as":[63],"capabilities":[64],"to":[65,87,122,159],"merge":[66],"reports":[67],"from":[68],"multiple":[69],"view":[72],"warning":[73],"deltas":[74],"between":[75],"two":[76],"builds":[77],"system.":[80],"problems":[83,125,152],"related":[85],"primarily":[86],"accuracy":[89],"tools:":[92],"identification":[93],"false":[95],"positives":[96],"(or,":[97],"spurious":[98],"bugs)":[99],"uninteresting":[101],"among":[103],"true":[105],"positives.":[106],"In":[107],"this":[108],"paper,":[109],"we":[110,154],"present":[111,162],"details":[113],"an":[115],"online":[116],"portal,":[117],"developed":[118],"at":[119],"IBM":[120,145],"Research,":[121],"address":[123],"these":[124],"promote":[127],"adoption":[129],"tools.":[132],"We":[133,148],"report":[134],"our":[135,163],"experience":[136],"with":[137],"deployment":[139],"portal":[142],"within":[143],"developer":[146],"community.":[147],"also":[149],"highlight":[150],"that":[153],"have":[155],"learned":[156],"important":[158],"address,":[160],"approach":[164],"toward":[165],"solving":[166],"some":[167],"those":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}