{"id":"https://openalex.org/W2888925784","doi":"https://doi.org/10.1587/transinf.2018edp7020","title":"Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization","display_name":"Cross-Validation-Based Association Rule Prioritization Metric for Software Defect Characterization","publication_year":2018,"publication_date":"2018-08-31","ids":{"openalex":"https://openalex.org/W2888925784","doi":"https://doi.org/10.1587/transinf.2018edp7020","mag":"2888925784"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2018edp7020","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018edp7020","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/9/E101.D_2018EDP7020/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/9/E101.D_2018EDP7020/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046987979","display_name":"Takashi Watanabe","orcid":"https://orcid.org/0000-0002-3227-9048"},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi WATANABE","raw_affiliation_strings":["Okayama University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Okayama University","institution_ids":["https://openalex.org/I163770644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078686662","display_name":"Akito Monden","orcid":"https://orcid.org/0000-0003-4295-207X"},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akito MONDEN","raw_affiliation_strings":["Okayama University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Okayama University","institution_ids":["https://openalex.org/I163770644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049012104","display_name":"Zeynep Y\u00fccel","orcid":"https://orcid.org/0000-0003-3404-4485"},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zeynep Y\u00dcCEL","raw_affiliation_strings":["Okayama University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Okayama University","institution_ids":["https://openalex.org/I163770644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045097606","display_name":"Yasutaka Kamei","orcid":"https://orcid.org/0000-0002-7058-1045"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasutaka KAMEI","raw_affiliation_strings":["Kyushu University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kyushu University","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021446360","display_name":"Shuji Morisaki","orcid":"https://orcid.org/0000-0002-8290-0584"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuji MORISAKI","raw_affiliation_strings":["Nagoya University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nagoya University","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"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":6,"citation_normalized_percentile":{"value":0.11121058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"E101.D","issue":"9","first_page":"2269","last_page":"2278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9966999888420105,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7913997173309326},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7885816097259521},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7524304389953613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6454445123672485},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.5958118438720703},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5798856019973755},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5186721086502075},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.48707059025764465},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.4571620523929596},{"id":"https://openalex.org/keywords/performance-metric","display_name":"Performance metric","score":0.44118884205818176},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.435735285282135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4191027283668518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3561684489250183},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.2568833827972412},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.169819176197052},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16141679883003235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09474441409111023}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7913997173309326},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7885816097259521},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7524304389953613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6454445123672485},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.5958118438720703},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5798856019973755},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5186721086502075},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.48707059025764465},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.4571620523929596},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.44118884205818176},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.435735285282135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4191027283668518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3561684489250183},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.2568833827972412},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.169819176197052},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16141679883003235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09474441409111023},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1587/transinf.2018edp7020","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018edp7020","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/9/E101.D_2018EDP7020/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},{"id":"pmh:oai:iris.unive.it:10278/5079686","is_oa":false,"landing_page_url":"https://hdl.handle.net/10278/5079686","pdf_url":null,"source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2018edp7020","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2018edp7020","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E101.D/9/E101.D_2018EDP7020/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5830538641","display_name":"Development of Basic Technologies for Accelerating Spontaneous Software Evolution","funder_award_id":"17H00731","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6614800010","display_name":"Generation of mimic data sets from confidential software project data sets","funder_award_id":"17K00102","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888925784.pdf","grobid_xml":"https://content.openalex.org/works/W2888925784.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W194129146","https://openalex.org/W203932818","https://openalex.org/W1992984518","https://openalex.org/W2001819708","https://openalex.org/W2008736637","https://openalex.org/W2025700486","https://openalex.org/W2036259709","https://openalex.org/W2043173749","https://openalex.org/W2056601071","https://openalex.org/W2059146994","https://openalex.org/W2062020999","https://openalex.org/W2103715428","https://openalex.org/W2120484483","https://openalex.org/W2125999269","https://openalex.org/W2132887549","https://openalex.org/W2139164805","https://openalex.org/W2154436398","https://openalex.org/W2166559705","https://openalex.org/W2171824022","https://openalex.org/W2496203100","https://openalex.org/W2508715197","https://openalex.org/W2510312579","https://openalex.org/W2998574808","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2506292322","https://openalex.org/W4283209547","https://openalex.org/W4367627632","https://openalex.org/W2751920613","https://openalex.org/W2415164632","https://openalex.org/W2238349241","https://openalex.org/W2355668701","https://openalex.org/W2370453500","https://openalex.org/W3012205960","https://openalex.org/W2184980933"],"abstract_inverted_index":{"Association":[0],"rule":[1,35,92,133],"mining":[2],"discovers":[3],"relationships":[4],"among":[5],"variables":[6],"in":[7,118,147],"a":[8,53],"data":[9,79],"set,":[10],"representing":[11],"them":[12],"as":[13,39],"rules.":[14],"These":[15],"are":[16],"expected":[17],"to":[18,25,28],"often":[19],"have":[20],"predictive":[21,48,60],"abilities,":[22],"that":[23,57,88,126],"is,":[24],"be":[26],"able":[27],"predict":[29],"future":[30],"events,":[31],"but":[32],"commonly":[33],"used":[34],"interestingness":[36],"measures,":[37],"such":[38,63],"support":[40],"and":[41,85,100,114,139],"confidence,":[42],"do":[43],"not":[44],"directly":[45],"assess":[46],"their":[47],"power.":[49],"This":[50,124],"paper":[51],"proposes":[52],"cross-validation":[54],"-based":[55],"metric":[56,74,129],"quantifies":[58],"the":[59,127,148],"power":[61],"of":[62,71,120],"rules":[64],"for":[65,105,108,111,116],"characterizing":[66],"software":[67],"defects.":[68],"The":[69],"results":[70],"evaluation":[72],"this":[73],"experimentally":[75],"using":[76],"four":[77],"open-source":[78],"sets":[80],"(Mylyn,":[81],"NetBeans,":[82,109],"Apache":[83,112],"Ant":[84,113],"jEdit)":[86],"show":[87],"it":[89],"can":[90,130,140],"improve":[91],"prioritization":[93,134],"performance":[94,135,145],"over":[95],"conventional":[96,137],"metrics":[97,138],"(support,":[98],"confidence":[99],"odds":[101],"ratio)":[102],"by":[103],"72.8%":[104],"Mylyn,":[106],"15.0%":[107],"10.5%":[110],"0":[115],"jEdit":[117],"terms":[119],"SumNormPre(100)":[121],"precision":[122],"criterion.":[123],"suggests":[125],"proposed":[128],"provide":[131,143],"better":[132],"than":[136],"at":[141],"least":[142],"similar":[144],"even":[146],"worst":[149],"case.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
