{"id":"https://openalex.org/W4318328260","doi":"https://doi.org/10.1145/3571473.3571493","title":"From past to future: An experience using data mining to guide tests.","display_name":"From past to future: An experience using data mining to guide tests.","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4318328260","doi":"https://doi.org/10.1145/3571473.3571493"},"language":"en","primary_location":{"id":"doi:10.1145/3571473.3571493","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3571473.3571493","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3571473.3571493","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XXI Brazilian Symposium on Software Quality","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3571473.3571493","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005327562","display_name":"\u00c9rica Miranda Sousa","orcid":"https://orcid.org/0000-0002-6211-6856"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"\u00c9rica Miranda Sousa","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-6211-6856","affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015735894","display_name":"Andr\u00e9 Rodrigues","orcid":"https://orcid.org/0000-0002-3448-1143"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Rodrigues","raw_affiliation_strings":["Universidade Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-3448-1143","affiliations":[{"raw_affiliation_string":"Universidade Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060213650","display_name":"Nityananda Teixeira","orcid":"https://orcid.org/0000-0002-5881-0001"},"institutions":[{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Nityananda Teixeira","raw_affiliation_strings":["Instituto Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-5881-0001","affiliations":[{"raw_affiliation_string":"Instituto Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I3018325552"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110644038","display_name":"Ismayle S. Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ismayle Sousa Santos","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0001-5580-643X","affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004308233","display_name":"Mariana Salamoni Francisco","orcid":"https://orcid.org/0000-0001-8350-9803"},"institutions":[{"id":"https://openalex.org/I57474080","display_name":"Furukawa Electric (United Kingdom)","ror":"https://ror.org/022xahy44","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210157335","https://openalex.org/I57474080"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mariana Salamoni Francisco","raw_affiliation_strings":["Furukawa Electric LatAm, Brasil"],"raw_orcid":"https://orcid.org/0000-0001-8350-9803","affiliations":[{"raw_affiliation_string":"Furukawa Electric LatAm, Brasil","institution_ids":["https://openalex.org/I57474080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028095132","display_name":"Rossana M. C. Andrade","orcid":"https://orcid.org/0000-0002-0186-2994"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rossana Maria de Castro Andrade","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-0186-2994","affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074011668","display_name":"Danilo Vasconcelos","orcid":"https://orcid.org/0000-0002-1035-2275"},"institutions":[{"id":"https://openalex.org/I3018325552","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Cear\u00e1","ror":"https://ror.org/02225fd27","country_code":"BR","type":"government","lineage":["https://openalex.org/I3018325552"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Danilo Reis Vasconcelos","raw_affiliation_strings":["Instituto Federal do Cear\u00e1, Brasil"],"raw_orcid":"https://orcid.org/0000-0002-1035-2275","affiliations":[{"raw_affiliation_string":"Instituto Federal do Cear\u00e1, Brasil","institution_ids":["https://openalex.org/I3018325552"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21061743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9926999807357788,"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":0.6120836734771729},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5226169228553772},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36379897594451904}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120836734771729},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5226169228553772},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36379897594451904}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3571473.3571493","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3571473.3571493","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3571473.3571493","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XXI Brazilian Symposium on Software Quality","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3571473.3571493","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3571473.3571493","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3571473.3571493","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XXI Brazilian Symposium on Software Quality","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318328260.pdf","grobid_xml":"https://content.openalex.org/works/W4318328260.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2440701844","https://openalex.org/W2619884184","https://openalex.org/W2955925687","https://openalex.org/W2992278323"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"It\u2019s":[0],"common":[1],"to":[2,29,93,104,157],"face":[3],"errors":[4,19],"during":[5],"the":[6,41,47,52,64,81,100,109,112,120,140,147,161,168,178],"process":[7,114],"of":[8,54,63,83,125,139,146,164,177],"software":[9,127,169],"development.":[10],"Be":[11],"it":[12],"an":[13],"agile":[14],"or":[15],"traditional":[16],"methodology,":[17],"those":[18],"are":[20,44,142],"documented":[21],"and":[22,31,46,69,95,115,132,181],"registered":[23],"in":[24,38,87,99,102,144,160],"tools":[25],"that":[26,174],"allow":[27],"us":[28,59],"manage":[30],"trace":[32],"them.":[33],"This":[34],"data":[35,56,91],"is":[36],"rich":[37],"information":[39],"about":[40],"product":[42],"we":[43,133],"developing":[45],"processes":[48],"being":[49],"used.":[50],"Therefore,":[51],"analysis":[53],"this":[55,78],"can":[57],"give":[58],"a":[60,88,123,152,155],"better":[61],"view":[62],"product\u2019s":[65],"characteristics,":[66],"its":[67],"faults":[68],"how":[70],"they":[71],"affect":[72],"it\u2019s":[73],"quality.":[74],"Having":[75],"said":[76],"that,":[77],"article":[79],"relates":[80],"use":[82],"Machine":[84],"Learning":[85],"techniques":[86],"software\u2019s":[89],"error":[90],"base,":[92],"identify":[94,135],"classify":[96],"critical":[97,172],"areas":[98],"system,":[101],"order":[103],"support":[105],"decision":[106],"making":[107],"from":[108],"test":[110],"team,":[111],"evolution":[113],"production":[116],"code":[117],"maintenance":[118],"by":[119],"developers.":[121],"Overall,":[122],"set":[124],"1045":[126],"defects":[128,141,159,180],"registries":[129],"were":[130],"collected,":[131],"could":[134],"that:":[136],"(i)":[137],"63%":[138],"concentraded":[143],"10":[145],"71":[148],"existing":[149],"functionalities,":[150],"(ii)":[151],"functionality":[153],"has":[154],"tendecy":[156],"show":[158,182],"last":[162],"versions":[163],"our":[165],"software,":[166],"(iii)":[167],"have":[170],"4":[171],"functionalites":[173],"concentrate":[175],"52%":[176],"reported":[179],"recurrent":[183],"defects.":[184]},"counts_by_year":[],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}