{"id":"https://openalex.org/W4392299096","doi":"https://doi.org/10.1587/transinf.2023mpl0002","title":"Prediction of Residual Defects after Code Review Based on Reviewer Confidence","display_name":"Prediction of Residual Defects after Code Review Based on Reviewer Confidence","publication_year":2024,"publication_date":"2024-02-29","ids":{"openalex":"https://openalex.org/W4392299096","doi":"https://doi.org/10.1587/transinf.2023mpl0002"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2023mpl0002","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023mpl0002","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/3/E107.D_2023MPL0002/_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/E107.D/3/E107.D_2023MPL0002/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038072053","display_name":"Shin Komeda","orcid":null},"institutions":[{"id":"https://openalex.org/I916559398","display_name":"Kindai University","ror":"https://ror.org/05kt9ap64","country_code":"JP","type":"education","lineage":["https://openalex.org/I916559398"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shin KOMEDA","raw_affiliation_strings":["Kindai University"],"affiliations":[{"raw_affiliation_string":"Kindai University","institution_ids":["https://openalex.org/I916559398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015277478","display_name":"Masateru Tsunoda","orcid":null},"institutions":[{"id":"https://openalex.org/I916559398","display_name":"Kindai University","ror":"https://ror.org/05kt9ap64","country_code":"JP","type":"education","lineage":["https://openalex.org/I916559398"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masateru TSUNODA","raw_affiliation_strings":["Kindai University"],"affiliations":[{"raw_affiliation_string":"Kindai University","institution_ids":["https://openalex.org/I916559398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046210489","display_name":"Keitaro Nakasai","orcid":"https://orcid.org/0000-0001-9212-1579"},"institutions":[{"id":"https://openalex.org/I4210162553","display_name":"University College of Technology","ror":"https://ror.org/05wt6nv93","country_code":"CM","type":"education","lineage":["https://openalex.org/I4210162553"]},{"id":"https://openalex.org/I203428652","display_name":"Metropolitan University College","ror":"https://ror.org/032rem971","country_code":"DK","type":"education","lineage":["https://openalex.org/I203428652"]}],"countries":["CM","DK"],"is_corresponding":false,"raw_author_name":"Keitaro NAKASAI","raw_affiliation_strings":["College of Technology, Osaka Metropolitan University College of Technology"],"affiliations":[{"raw_affiliation_string":"College of Technology, Osaka Metropolitan University College of Technology","institution_ids":["https://openalex.org/I203428652","https://openalex.org/I4210162553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013633970","display_name":"Hidetake Uwano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140361","display_name":"National Institute of Technology, Nara College","ror":"https://ror.org/034jd0m14","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210120810","https://openalex.org/I4210140361"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidetake UWANO","raw_affiliation_strings":["National Institute of Technology, Nara College"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Nara College","institution_ids":["https://openalex.org/I4210140361"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038072053"],"corresponding_institution_ids":["https://openalex.org/I916559398"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02523373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E107.D","issue":"3","first_page":"273","last_page":"276"},"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":0.9988999962806702,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9958000183105469,"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/residual","display_name":"Residual","score":0.8889556527137756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8229178190231323},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6221912503242493},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5895465016365051},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5169022083282471},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.48484957218170166},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46461784839630127},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4583835005760193},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.44435638189315796},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.43320155143737793},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4280078411102295},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42373090982437134},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4208550453186035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.394930899143219},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30493679642677307},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2747061848640442},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1424885094165802},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10363700985908508},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.0701935887336731},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06756290793418884}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.8889556527137756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8229178190231323},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6221912503242493},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5895465016365051},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5169022083282471},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.48484957218170166},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46461784839630127},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4583835005760193},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.44435638189315796},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.43320155143737793},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4280078411102295},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42373090982437134},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4208550453186035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.394930899143219},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30493679642677307},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2747061848640442},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1424885094165802},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10363700985908508},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0701935887336731},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06756290793418884},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2023mpl0002","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023mpl0002","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/3/E107.D_2023MPL0002/_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"}],"best_oa_location":{"id":"doi:10.1587/transinf.2023mpl0002","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023mpl0002","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/3/E107.D_2023MPL0002/_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/G1492856601","display_name":null,"funder_award_id":"Grants-in-Aid for Scientific Resear","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G4669110562","display_name":null,"funder_award_id":"21K11840","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":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392299096.pdf"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1489838709","https://openalex.org/W1783768447","https://openalex.org/W2020108179","https://openalex.org/W2127050370","https://openalex.org/W2347600846","https://openalex.org/W2358692116","https://openalex.org/W2616911396","https://openalex.org/W4226423392","https://openalex.org/W4248361652","https://openalex.org/W4298053708"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W4233449973","https://openalex.org/W2925692864","https://openalex.org/W2768526084","https://openalex.org/W4380568682"],"abstract_inverted_index":{"A":[0],"major":[1],"approach":[2,21],"to":[3,12,53,68],"enhancing":[4],"software":[5],"quality":[6],"is":[7,36,51,75,81,92],"reviewing":[8],"the":[9,39,43,60,64,79,99,111],"source":[10],"code":[11,34],"identify":[13,54],"defects.":[14,104],"To":[15,58],"aid":[16],"in":[17,22,78],"identifying":[18],"flaws,":[19],"an":[20,95],"which":[23],"a":[24,33,48,86],"machine":[25],"learning":[26],"model":[27,40,101],"predicts":[28],"residual":[29,46,56,103],"defects":[30],"after":[31],"implementing":[32],"review":[35,50,80],"adopted.":[37],"After":[38],"has":[41],"predicted":[42],"existence":[44],"of":[45,63,98,102],"defects,":[47],"second-round":[49],"performed":[52],"such":[55],"flaws.":[57],"enhance":[59],"prediction":[61,100,112],"accuracy":[62],"model,":[65],"information":[66],"known":[67],"developers":[69],"but":[70],"not":[71],"recorded":[72],"as":[73,94],"data":[74],"utilized.":[76],"Confidence":[77],"evaluated":[82],"by":[83],"reviewers":[84],"using":[85],"10-point":[87],"scale.":[88],"The":[89],"assessment":[90],"result":[91],"used":[93],"independent":[96],"variable":[97],"Experimental":[105],"results":[106],"indicate":[107],"that":[108],"confidence":[109],"improves":[110],"accuracy.":[113]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
