{"id":"https://openalex.org/W2127623179","doi":"https://doi.org/10.1007/s10664-012-9218-8","title":"Software defect prediction using Bayesian networks","display_name":"Software defect prediction using Bayesian networks","publication_year":2012,"publication_date":"2012-07-31","ids":{"openalex":"https://openalex.org/W2127623179","doi":"https://doi.org/10.1007/s10664-012-9218-8","mag":"2127623179"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-012-9218-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-012-9218-8","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11729/548","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040805050","display_name":"Ahmet Okutan","orcid":"https://orcid.org/0000-0001-6664-515X"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]},{"id":"https://openalex.org/I167234411","display_name":"I\u015f\u0131k University","ror":"https://ror.org/02j8k6t75","country_code":"TR","type":"education","lineage":["https://openalex.org/I167234411"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ahmet Okutan","raw_affiliation_strings":["Department of Computer Engineering, I\u015f\u0131k University, Istanbul, Turkey","Me\u015frutiyet Koyu Universite Sokak, D\u0131\u015f Kap\u0131 No:2 \u015eile, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, I\u015f\u0131k University, Istanbul, Turkey","institution_ids":["https://openalex.org/I167234411"]},{"raw_affiliation_string":"Me\u015frutiyet Koyu Universite Sokak, D\u0131\u015f Kap\u0131 No:2 \u015eile, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040262351","display_name":"Olcay Taner Y\u0131ld\u0131z","orcid":"https://orcid.org/0000-0001-5838-4615"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]},{"id":"https://openalex.org/I167234411","display_name":"I\u015f\u0131k University","ror":"https://ror.org/02j8k6t75","country_code":"TR","type":"education","lineage":["https://openalex.org/I167234411"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Olcay Taner Y\u0131ld\u0131z","raw_affiliation_strings":["Department of Computer Engineering, I\u015f\u0131k University, Istanbul, Turkey","Me\u015frutiyet Koyu Universite Sokak, D\u0131\u015f Kap\u0131 No:2 \u015eile, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, I\u015f\u0131k University, Istanbul, Turkey","institution_ids":["https://openalex.org/I167234411"]},{"raw_affiliation_string":"Me\u015frutiyet Koyu Universite Sokak, D\u0131\u015f Kap\u0131 No:2 \u015eile, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040805050"],"corresponding_institution_ids":["https://openalex.org/I1351752","https://openalex.org/I167234411"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":35.7511,"has_fulltext":false,"cited_by_count":329,"citation_normalized_percentile":{"value":0.99610823,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"19","issue":"1","first_page":"154","last_page":"181"},"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":0.9991000294685364,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6865379810333252},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.634158194065094},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6160508394241333},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5466684103012085},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5400811433792114},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5358620285987854},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5293249487876892},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5130497217178345},{"id":"https://openalex.org/keywords/cohesion","display_name":"Cohesion (chemistry)","score":0.5020034313201904},{"id":"https://openalex.org/keywords/source-lines-of-code","display_name":"Source lines of code","score":0.4853717088699341},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43211886286735535},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4134311378002167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38319873809814453},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.24417653679847717},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14272230863571167},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13815376162528992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1061793863773346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6865379810333252},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.634158194065094},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6160508394241333},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5466684103012085},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5400811433792114},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5358620285987854},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5293249487876892},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5130497217178345},{"id":"https://openalex.org/C104054115","wikidata":"https://www.wikidata.org/wiki/Q216828","display_name":"Cohesion (chemistry)","level":2,"score":0.5020034313201904},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.4853717088699341},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43211886286735535},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4134311378002167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38319873809814453},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.24417653679847717},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14272230863571167},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13815376162528992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1061793863773346},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10664-012-9218-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-012-9218-8","pdf_url":null,"source":{"id":"https://openalex.org/S109852484","display_name":"Empirical Software Engineering","issn_l":"1382-3256","issn":["1382-3256","1573-7616"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Empirical Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.isikun.edu.tr:11729/548","is_oa":true,"landing_page_url":"https://hdl.handle.net/11729/548","pdf_url":null,"source":{"id":"https://openalex.org/S4306401174","display_name":"Akademik A\u00e7\u0131k Eri\u015fim (I\u015f\u0131k \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167234411","host_organization_name":"I\u015f\u0131k University","host_organization_lineage":["https://openalex.org/I167234411"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:localhost:11729/548","is_oa":true,"landing_page_url":"http://hdl.handle.net/11729/548","pdf_url":null,"source":{"id":"https://openalex.org/S4306401174","display_name":"Akademik A\u00e7\u0131k Eri\u015fim (I\u015f\u0131k \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167234411","host_organization_name":"I\u015f\u0131k University","host_organization_lineage":["https://openalex.org/I167234411"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Empirical Software Engineering","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.isikun.edu.tr:11729/548","is_oa":true,"landing_page_url":"https://hdl.handle.net/11729/548","pdf_url":null,"source":{"id":"https://openalex.org/S4306401174","display_name":"Akademik A\u00e7\u0131k Eri\u015fim (I\u015f\u0131k \u00dcniversitesi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167234411","host_organization_name":"I\u015f\u0131k University","host_organization_lineage":["https://openalex.org/I167234411"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W92982807","https://openalex.org/W168970045","https://openalex.org/W1573396645","https://openalex.org/W1674046048","https://openalex.org/W1971585360","https://openalex.org/W1989141971","https://openalex.org/W1992074508","https://openalex.org/W1995945562","https://openalex.org/W2008906462","https://openalex.org/W2030857403","https://openalex.org/W2039707599","https://openalex.org/W2047345132","https://openalex.org/W2051518864","https://openalex.org/W2063473175","https://openalex.org/W2063876764","https://openalex.org/W2078619945","https://openalex.org/W2081025867","https://openalex.org/W2088432998","https://openalex.org/W2101728371","https://openalex.org/W2105776892","https://openalex.org/W2106423417","https://openalex.org/W2107294940","https://openalex.org/W2110122092","https://openalex.org/W2112975341","https://openalex.org/W2114191341","https://openalex.org/W2116110050","https://openalex.org/W2120232805","https://openalex.org/W2120484483","https://openalex.org/W2120738100","https://openalex.org/W2123127356","https://openalex.org/W2123279272","https://openalex.org/W2124797841","https://openalex.org/W2128666163","https://openalex.org/W2133575467","https://openalex.org/W2133990480","https://openalex.org/W2135250985","https://openalex.org/W2138661194","https://openalex.org/W2139855137","https://openalex.org/W2145091807","https://openalex.org/W2151554678","https://openalex.org/W2151636937","https://openalex.org/W2159747233","https://openalex.org/W2160958420","https://openalex.org/W2163590173","https://openalex.org/W2165043113","https://openalex.org/W2478903468","https://openalex.org/W2544961394","https://openalex.org/W2601354821","https://openalex.org/W2751318774","https://openalex.org/W2918048160","https://openalex.org/W3014797226","https://openalex.org/W3141989311","https://openalex.org/W4210611527","https://openalex.org/W4232402368","https://openalex.org/W4245869620","https://openalex.org/W4301149533"],"related_works":["https://openalex.org/W2078744341","https://openalex.org/W2029555411","https://openalex.org/W1992074508","https://openalex.org/W2774439323","https://openalex.org/W2397092005","https://openalex.org/W3151530686","https://openalex.org/W1509265476","https://openalex.org/W2981446648","https://openalex.org/W2183678285","https://openalex.org/W2975512365"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":34},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":37},{"year":2018,"cited_by_count":30},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}