{"id":"https://openalex.org/W2015001165","doi":"https://doi.org/10.1007/s10664-009-9117-9","title":"Fault-prone module detection using large-scale text features based on spam filtering","display_name":"Fault-prone module detection using large-scale text features based on spam filtering","publication_year":2009,"publication_date":"2009-09-11","ids":{"openalex":"https://openalex.org/W2015001165","doi":"https://doi.org/10.1007/s10664-009-9117-9","mag":"2015001165"},"language":"en","primary_location":{"id":"doi:10.1007/s10664-009-9117-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-009-9117-9","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020711309","display_name":"Hideaki Hata","orcid":"https://orcid.org/0000-0003-0708-5222"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hideaki Hata","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","Graduate School of Information Science and Technology, Osaka University, Osaka , Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka , Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034691133","display_name":"Osamu Mizuno","orcid":"https://orcid.org/0000-0001-8061-7657"},"institutions":[{"id":"https://openalex.org/I27429435","display_name":"Kyoto Institute of Technology","ror":"https://ror.org/00965ax52","country_code":"JP","type":"education","lineage":["https://openalex.org/I27429435"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Osamu Mizuno","raw_affiliation_strings":["Graduate School of Information Science and Technology, Kyoto Institute of Technology, Kyoto, Japan","Graduate School of Information Science and Technology, Kyoto Institute of Technology, Kyoto, Japan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Kyoto Institute of Technology, Kyoto, Japan","institution_ids":["https://openalex.org/I27429435"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Kyoto Institute of Technology, Kyoto, Japan#TAB#","institution_ids":["https://openalex.org/I27429435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042343019","display_name":"Tohru Kikuno","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tohru Kikuno","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","Graduate School of Information Science and Technology, Osaka University, Osaka , Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka , Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020711309","https://openalex.org/A5034691133","https://openalex.org/A5042343019"],"corresponding_institution_ids":["https://openalex.org/I27429435","https://openalex.org/I98285908"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":5.9497,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.96447396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"2","first_page":"147","last_page":"165"},"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":0.9972000122070312,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7583133578300476},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6195058822631836},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5949681997299194},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.575507640838623},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5435114502906799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5240693092346191},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47268062829971313},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4704788327217102},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42766350507736206},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.4212462902069092},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.390780508518219},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.23773318529129028},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.12451809644699097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7583133578300476},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6195058822631836},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5949681997299194},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.575507640838623},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5435114502906799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5240693092346191},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47268062829971313},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4704788327217102},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42766350507736206},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.4212462902069092},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.390780508518219},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23773318529129028},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.12451809644699097},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10664-009-9117-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10664-009-9117-9","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W76990466","https://openalex.org/W1505648523","https://openalex.org/W1570448133","https://openalex.org/W1648885110","https://openalex.org/W1964962870","https://openalex.org/W1968150772","https://openalex.org/W1973306813","https://openalex.org/W2023655335","https://openalex.org/W2039081830","https://openalex.org/W2046671629","https://openalex.org/W2054520963","https://openalex.org/W2066325414","https://openalex.org/W2090853796","https://openalex.org/W2098629748","https://openalex.org/W2100945416","https://openalex.org/W2105300539","https://openalex.org/W2109571910","https://openalex.org/W2110431240","https://openalex.org/W2116173875","https://openalex.org/W2121866145","https://openalex.org/W2124666592","https://openalex.org/W2128666163","https://openalex.org/W2136811501","https://openalex.org/W2138517458","https://openalex.org/W2143174846","https://openalex.org/W2146752379","https://openalex.org/W2147105902","https://openalex.org/W2149321161","https://openalex.org/W2150786161","https://openalex.org/W2150874999","https://openalex.org/W2151553346","https://openalex.org/W2152703345","https://openalex.org/W2153365511","https://openalex.org/W2153887189","https://openalex.org/W2157353183","https://openalex.org/W2158864412","https://openalex.org/W2159610968","https://openalex.org/W2160958420","https://openalex.org/W2161470369","https://openalex.org/W2166336492","https://openalex.org/W2169516328","https://openalex.org/W2966207845","https://openalex.org/W3141989311","https://openalex.org/W4205170104","https://openalex.org/W4235354960","https://openalex.org/W4254645357","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W2726838704","https://openalex.org/W4220802396","https://openalex.org/W2393473353","https://openalex.org/W2373790322","https://openalex.org/W2171665309","https://openalex.org/W1599183102","https://openalex.org/W2537862391","https://openalex.org/W2417174640"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}