{"id":"https://openalex.org/W1982206358","doi":"https://doi.org/10.1145/2499393.2499397","title":"Using code change types in an analogy-based classifier for short-term defect prediction","display_name":"Using code change types in an analogy-based classifier for short-term defect prediction","publication_year":2013,"publication_date":"2013-09-11","ids":{"openalex":"https://openalex.org/W1982206358","doi":"https://doi.org/10.1145/2499393.2499397","mag":"1982206358"},"language":"en","primary_location":{"id":"doi:10.1145/2499393.2499397","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499393.2499397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Predictive Models in Software Engineering","raw_type":"proceedings-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/A5055931700","display_name":"Jos\u00e9e Tass\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jos\u00e9e Tass\u00e9","raw_affiliation_strings":["University of New Brunswick, Saint John, New Brunswick, Canada","University of New Brunswick, Saint John, New Brunswick, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"University of New Brunswick, Saint John, New Brunswick, Canada","institution_ids":["https://openalex.org/I106938459"]},{"raw_affiliation_string":"University of New Brunswick, Saint John, New Brunswick, Canada#TAB#","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055931700"],"corresponding_institution_ids":["https://openalex.org/I106938459"],"apc_list":null,"apc_paid":null,"fwci":2.45166498,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90716238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.7126309275627136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6676110625267029},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5179675817489624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4667050838470459},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4666943848133087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3601105511188507},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3308323621749878},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0742986798286438},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06574219465255737}],"concepts":[{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.7126309275627136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6676110625267029},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5179675817489624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4667050838470459},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4666943848133087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3601105511188507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3308323621749878},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0742986798286438},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06574219465255737},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2499393.2499397","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499393.2499397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Predictive Models in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1485751654","https://openalex.org/W2105776892","https://openalex.org/W2150874999","https://openalex.org/W2151553346","https://openalex.org/W2158744032","https://openalex.org/W2163732854"],"related_works":["https://openalex.org/W2392206215","https://openalex.org/W2365201483","https://openalex.org/W2355561779","https://openalex.org/W2352407775","https://openalex.org/W2186567693","https://openalex.org/W108701362","https://openalex.org/W2469799552","https://openalex.org/W2768582344","https://openalex.org/W2615704157","https://openalex.org/W2049864679"],"abstract_inverted_index":{"Current":[0],"approaches":[1],"for":[2,31,102],"defect":[3,56],"prediction":[4,106],"usually":[5],"analyze":[6],"files":[7],"(or":[8],"modules)":[9],"and":[10,72,75],"their":[11,73],"development":[12,45],"as":[13],"work":[14],"is":[15,26,28,81,100,107],"done":[16],"on":[17,110],"a":[18,38,47,55,64,85,131],"given":[19,65],"release,":[20],"to":[21,34,83,125],"predict":[22,77],"post-release":[23],"defects.":[24],"What":[25],"missing":[27],"an":[29],"approach":[30],"predicting":[32],"bugs":[33],"be":[35],"detected":[36],"in":[37,63,118,140],"more":[39],"short-term":[40],"interval,":[41],"even":[42],"within":[43,88],"the":[44,68,79,89,105,127,147],"of":[46,70,130],"particular":[48],"version.":[49],"In":[50],"this":[51,103],"paper,":[52],"we":[53],"propose":[54],"predictor":[57],"that":[58,94,116],"looks":[59],"into":[60],"change":[61,95,114,128,138],"bursts":[62,115],"file,":[66],"analyzing":[67],"number":[69],"changes":[71,144],"types,":[74],"then":[76],"whether":[78],"file":[80,132],"likely":[82],"have":[84],"bug":[86],"found":[87],"next":[90],"3":[91],"months":[92],"after":[93],"burst.":[96],"An":[97],"analogy-based":[98],"classifier":[99],"used":[101],"task:":[104],"made":[108],"based":[109],"comparisons":[111],"with":[112],"similar":[113],"occurred":[117],"other":[119],"files.":[120],"New":[121],"metrics":[122],"are":[123],"described":[124],"capture":[126],"type":[129],"(e.g.,":[133],"small":[134],"local":[135],"change,":[136],"massive":[137],"all":[139],"one":[141],"place,":[142],"multiple":[143],"scattered":[145],"throughout":[146],"file).":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
