{"id":"https://openalex.org/W2580969380","doi":"https://doi.org/10.1109/tse.2017.2659747","title":"A Developer Centered Bug Prediction Model","display_name":"A Developer Centered Bug Prediction Model","publication_year":2017,"publication_date":"2017-01-26","ids":{"openalex":"https://openalex.org/W2580969380","doi":"https://doi.org/10.1109/tse.2017.2659747","mag":"2580969380"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2017.2659747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2017.2659747","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-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/A5072127726","display_name":"Dario Di Nucci","orcid":"https://orcid.org/0000-0002-3861-1902"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Di Nucci","raw_affiliation_strings":["University of Salerno, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3861-1902","affiliations":[{"raw_affiliation_string":"University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033738898","display_name":"Fabio Palomba","orcid":"https://orcid.org/0000-0001-9337-5116"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["IT","NL"],"is_corresponding":false,"raw_author_name":"Fabio Palomba","raw_affiliation_strings":["Delft University of Technology, Delft, The Netherlands","University of Salerno, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9337-5116","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008975956","display_name":"Giuseppe De Rosa","orcid":"https://orcid.org/0000-0002-8528-051X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe De Rosa","raw_affiliation_strings":["University of Salerno, Fisciano, SA, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056526226","display_name":"Gabriele Bavota","orcid":"https://orcid.org/0000-0002-2216-3148"},"institutions":[{"id":"https://openalex.org/I57201433","display_name":"Universit\u00e0 della Svizzera italiana","ror":"https://ror.org/03c4atk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gabriele Bavota","raw_affiliation_strings":["Universit\u00e0 della Svizzera Italiana (USI), Lugano, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2216-3148","affiliations":[{"raw_affiliation_string":"Universit\u00e0 della Svizzera Italiana (USI), Lugano, Switzerland","institution_ids":["https://openalex.org/I57201433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009727039","display_name":"Rocco Oliveto","orcid":"https://orcid.org/0000-0002-7995-8582"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Oliveto","raw_affiliation_strings":["University of Molise, Pesche (IS), Campobasso, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7995-8582","affiliations":[{"raw_affiliation_string":"University of Molise, Pesche (IS), Campobasso, Italy","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079088548","display_name":"Andrea De Lucia","orcid":"https://orcid.org/0000-0002-4238-1425"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea De Lucia","raw_affiliation_strings":["University of Salerno, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4238-1425","affiliations":[{"raw_affiliation_string":"University of Salerno, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":28.7689,"has_fulltext":false,"cited_by_count":125,"citation_normalized_percentile":{"value":0.99596537,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"44","issue":"1","first_page":"5","last_page":"24"},"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":0.9993000030517578,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9915000200271606,"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":0.8376518487930298},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.6842854022979736},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6560025811195374},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5974578857421875},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.5139924883842468},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"Software maintenance","score":0.5093821287155151},{"id":"https://openalex.org/keywords/complementarity","display_name":"Complementarity (molecular biology)","score":0.5008556842803955},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.49308153986930847},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4756214916706085},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4577942490577698},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4572950601577759},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.43417054414749146},{"id":"https://openalex.org/keywords/product-metric","display_name":"Product metric","score":0.4306657016277313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42803072929382324},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3659648299217224},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.28714466094970703},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19839519262313843},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0843452513217926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8376518487930298},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.6842854022979736},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6560025811195374},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5974578857421875},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.5139924883842468},{"id":"https://openalex.org/C101317890","wikidata":"https://www.wikidata.org/wiki/Q940053","display_name":"Software maintenance","level":4,"score":0.5093821287155151},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.5008556842803955},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.49308153986930847},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4756214916706085},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4577942490577698},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4572950601577759},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.43417054414749146},{"id":"https://openalex.org/C154497576","wikidata":"https://www.wikidata.org/wiki/Q7247777","display_name":"Product metric","level":3,"score":0.4306657016277313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42803072929382324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3659648299217224},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.28714466094970703},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19839519262313843},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0843452513217926},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C198043062","wikidata":"https://www.wikidata.org/wiki/Q180953","display_name":"Metric space","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tse.2017.2659747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2017.2659747","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W168970045","https://openalex.org/W1587362683","https://openalex.org/W1612015840","https://openalex.org/W1630964756","https://openalex.org/W1660390307","https://openalex.org/W1850047186","https://openalex.org/W1881647329","https://openalex.org/W1912123407","https://openalex.org/W1914987135","https://openalex.org/W1968652658","https://openalex.org/W1973328636","https://openalex.org/W1977242042","https://openalex.org/W1984769753","https://openalex.org/W2000679946","https://openalex.org/W2003885074","https://openalex.org/W2003920582","https://openalex.org/W2008353316","https://openalex.org/W2017337590","https://openalex.org/W2078410218","https://openalex.org/W2082314767","https://openalex.org/W2082795423","https://openalex.org/W2091062598","https://openalex.org/W2093995814","https://openalex.org/W2100945416","https://openalex.org/W2105300539","https://openalex.org/W2106393550","https://openalex.org/W2107643286","https://openalex.org/W2110656807","https://openalex.org/W2113658292","https://openalex.org/W2114124859","https://openalex.org/W2121835830","https://openalex.org/W2121866145","https://openalex.org/W2128666163","https://openalex.org/W2132887549","https://openalex.org/W2135250985","https://openalex.org/W2139885493","https://openalex.org/W2142481192","https://openalex.org/W2145367887","https://openalex.org/W2145574830","https://openalex.org/W2146338950","https://openalex.org/W2147105902","https://openalex.org/W2147120745","https://openalex.org/W2149783794","https://openalex.org/W2150786161","https://openalex.org/W2150874999","https://openalex.org/W2151553346","https://openalex.org/W2157353183","https://openalex.org/W2158744032","https://openalex.org/W2158864412","https://openalex.org/W2167117640","https://openalex.org/W2793679191","https://openalex.org/W3099514962","https://openalex.org/W4233045210","https://openalex.org/W4235354960","https://openalex.org/W4246552097","https://openalex.org/W6636614058","https://openalex.org/W6640114639","https://openalex.org/W6671010391","https://openalex.org/W6674712254"],"related_works":["https://openalex.org/W3009111612","https://openalex.org/W2044225531","https://openalex.org/W2597543511","https://openalex.org/W2901462014","https://openalex.org/W2123854374","https://openalex.org/W2022585969","https://openalex.org/W2147120745","https://openalex.org/W3186317565","https://openalex.org/W2033329795","https://openalex.org/W2580969380"],"abstract_inverted_index":{"Several":[0],"techniques":[1,11],"have":[2,76],"been":[3,144],"proposed":[4],"to":[5,42,84,91,134,170],"accurately":[6],"predict":[7],"software":[8,94],"defects.":[9],"These":[10],"generally":[12],"exploit":[13],"characteristics":[14],"of":[15,24,36,57,72,121,161,186],"the":[16,25,34,62,70,119,159,175,184,195],"code":[17],"artefacts":[18],"(e.g.,":[19,33],"size,":[20],"complexity,":[21],"etc.)":[22],"and/or":[23],"process":[26],"adopted":[27],"during":[28],"their":[29],"development":[30],"and":[31,130,149,164],"maintenance":[32],"number":[35],"developers":[37,80,99,125],"working":[38,126],"on":[39,127,146,178],"a":[40,128,136,141,187],"component)":[41],"spot":[43],"out":[44],"components":[45,95,107],"likely":[46],"containing":[47],"bugs.":[48,73],"While":[49],"these":[50],"bug":[51,137],"prediction":[52,138,189],"models":[53],"achieve":[54],"good":[55],"levels":[56],"accuracy,":[58],"they":[59],"mostly":[60],"ignore":[61],"major":[63],"role":[64],"played":[65],"by":[66,97,109,117,124],"human-related":[67],"factors":[68],"in":[69,174],"introduction":[71],"Previous":[74],"studies":[75],"demonstrated":[77],"that":[78],"focused":[79,98,111],"are":[81],"less":[82,103,110],"prone":[83,105],"introduce":[85],"defects":[86],"than":[87,106],"non-focused":[88],"developers.":[89,112],"According":[90],"this":[92,115,132,179],"observation,":[93],"changed":[96,108],"should":[100],"also":[101,182],"be":[102],"error":[104],"We":[113],"capture":[114],"observation":[116],"measuring":[118],"scattering":[120],"changes":[122],"performed":[123],"component":[129],"use":[131],"information":[133],"build":[135],"model.":[139],"Such":[140],"model":[142,190],"has":[143],"evaluated":[145],"26":[147],"systems":[148],"compared":[150],"with":[151,168,194],"four":[152],"competitive":[153],"techniques.":[154],"The":[155],"achieved":[156],"results":[157,185],"show":[158,183],"superiority":[160],"our":[162,192],"model,":[163],"its":[165],"high":[166],"complementarity":[167],"respect":[169],"predictors":[171,193],"commonly":[172],"used":[173],"literature.":[176],"Based":[177],"result,":[180],"we":[181],"\u201chybrid\u201d":[188],"combining":[191],"existing":[196],"ones.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
