{"id":"https://openalex.org/W4396904199","doi":"https://doi.org/10.1145/3664607","title":"Mobile Application Online Cross-Project Just-in-Time Software Defect Prediction Framework","display_name":"Mobile Application Online Cross-Project Just-in-Time Software Defect Prediction Framework","publication_year":2024,"publication_date":"2024-05-14","ids":{"openalex":"https://openalex.org/W4396904199","doi":"https://doi.org/10.1145/3664607"},"language":"en","primary_location":{"id":"doi:10.1145/3664607","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664607","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664607","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3664607","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076859039","display_name":"Siyu Jiang","orcid":"https://orcid.org/0000-0002-4763-5762"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siyu Jiang","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114172591","display_name":"Zhenhang He","orcid":"https://orcid.org/0009-0008-6454-3481"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhang He","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102898766","display_name":"Yuwen Chen","orcid":"https://orcid.org/0009-0003-7437-2886"},"institutions":[{"id":"https://openalex.org/I186272606","display_name":"Guangdong University of Foreign Studies","ror":"https://ror.org/00fhc9y79","country_code":"CN","type":"education","lineage":["https://openalex.org/I186272606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuwen Chen","raw_affiliation_strings":["School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Guangdong University of Foreign Studies, Guangzhou, China","institution_ids":["https://openalex.org/I186272606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101603424","display_name":"Zhang Ming-rong","orcid":null},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Mingrong Zhang","raw_affiliation_strings":["Guangzhou City University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou City University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101767781","display_name":"Le Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Le Ma","raw_affiliation_strings":["Guangzhou City University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou City University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I6469544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076859039"],"corresponding_institution_ids":["https://openalex.org/I186272606"],"apc_list":null,"apc_paid":null,"fwci":4.071,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94133618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"33","issue":"6","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.8711829781532288},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7198248505592346},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5065993070602417},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4961601197719574},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.4767211973667145},{"id":"https://openalex.org/keywords/online-model","display_name":"Online model","score":0.4425228536128998},{"id":"https://openalex.org/keywords/online-and-offline","display_name":"Online and offline","score":0.44064977765083313},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41091465950012207},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35488972067832947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28959983587265015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1432170569896698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8711829781532288},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7198248505592346},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5065993070602417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4961601197719574},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.4767211973667145},{"id":"https://openalex.org/C2777851325","wikidata":"https://www.wikidata.org/wiki/Q7094102","display_name":"Online model","level":2,"score":0.4425228536128998},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.44064977765083313},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41091465950012207},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35488972067832947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28959983587265015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1432170569896698},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664607","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664607","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664607","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3664607","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664607","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664607","source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396904199.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1655956671","https://openalex.org/W1857789879","https://openalex.org/W1902482618","https://openalex.org/W2000400110","https://openalex.org/W2005650084","https://openalex.org/W2019338079","https://openalex.org/W2057826716","https://openalex.org/W2096943734","https://openalex.org/W2101728371","https://openalex.org/W2115403315","https://openalex.org/W2139164805","https://openalex.org/W2147386665","https://openalex.org/W2165698076","https://openalex.org/W2244826483","https://openalex.org/W2276400542","https://openalex.org/W2474835145","https://openalex.org/W2559490865","https://openalex.org/W2576964996","https://openalex.org/W2602480929","https://openalex.org/W2620897293","https://openalex.org/W2735766366","https://openalex.org/W2743316948","https://openalex.org/W2802138742","https://openalex.org/W2885541650","https://openalex.org/W2933555609","https://openalex.org/W2955232136","https://openalex.org/W2966592377","https://openalex.org/W2971940447","https://openalex.org/W2977609232","https://openalex.org/W2984941979","https://openalex.org/W2996845596","https://openalex.org/W3016590323","https://openalex.org/W3089692094","https://openalex.org/W3141989311","https://openalex.org/W3154583147","https://openalex.org/W3168101435","https://openalex.org/W3178061567","https://openalex.org/W3193702156","https://openalex.org/W3205907427","https://openalex.org/W4207010485","https://openalex.org/W4211011965","https://openalex.org/W4221019549","https://openalex.org/W4224287853","https://openalex.org/W4283394823","https://openalex.org/W4285229502","https://openalex.org/W4306407754","https://openalex.org/W4321789196","https://openalex.org/W4380084958","https://openalex.org/W4386715814"],"related_works":["https://openalex.org/W4386150577","https://openalex.org/W2564742953","https://openalex.org/W4213299358","https://openalex.org/W3042122676","https://openalex.org/W4390110149","https://openalex.org/W2109659895","https://openalex.org/W3211256740","https://openalex.org/W4385272362","https://openalex.org/W3115340459","https://openalex.org/W3097134967"],"abstract_inverted_index":{"As":[0],"mobile":[1,184],"applications":[2,30,62],"evolve":[3],"rapidly,":[4],"their":[5,96],"fast":[6],"iterative":[7],"update":[8],"nature":[9],"leads":[10],"to":[11,101,137],"an":[12,109],"increase":[13],"in":[14,55,60,66,85,157],"software":[15],"defects.":[16],"Just-In-Time":[17],"Software":[18],"Defect":[19],"Prediction":[20],"(JIT-SDP)":[21],"offers":[22],"immediate":[23],"feedback":[24],"on":[25,182,195],"code":[26],"changes.":[27],"For":[28],"new":[29],"without":[31],"historical":[32],"data,":[33],"researchers":[34],"have":[35],"proposed":[36],"Cross-Project":[37],"JIT-SDP":[38,43,73,112],"(CP":[39],"JIT-SDP).":[40],"Existing":[41],"CP":[42,72,111],"approaches":[44],"are":[45,177],"designed":[46],"for":[47,167],"offline":[48,122,127,163],"scenarios":[49],"where":[50],"target":[51,58,79,147,168],"data":[52,59,81,148,166],"is":[53,135,172],"available":[54],"advance.":[56],"However,":[57],"real-world":[61],"usually":[63],"arrives":[64,149],"online":[65,71,86,110,145,165],"a":[67],"streaming":[68],"manner,":[69],"making":[70],"face":[74],"cross-project":[75,140],"distribution":[76,141],"differences":[77,156],"and":[78,95,123,159,164,174],"project":[80],"concept":[82,170],"drift":[83,171],"challenges":[84,89],"scenarios.":[87],"These":[88],"often":[90],"co-exist":[91],"during":[92],"application":[93,185],"development,":[94],"interactions":[97],"cause":[98],"model":[99],"performance":[100,197],"degrade.":[102],"To":[103],"address":[104],"these":[105],"issues,":[106],"we":[107],"propose":[108],"framework":[113],"called":[114],"COTL.":[115],"Specifically,":[116],"COTL":[117,190],"consists":[118],"of":[119],"two":[120],"stages:":[121],"online.":[124,179],"In":[125,143],"the":[126,129,139,144,155],"stage,":[128,146],"cross-domain":[130],"structure":[131],"preserving":[132],"projection":[133],"algorithm":[134],"used":[136],"reduce":[138],"differences.":[142],"sequentially":[150],"over":[151],"time.":[152],"By":[153],"reducing":[154],"marginal":[158],"conditional":[160],"distributions":[161],"between":[162],"project,":[169],"mitigated":[173],"classifier":[175],"weights":[176],"updated":[178],"Experimental":[180],"results":[181],"15":[183],"benchmark":[186,193],"datasets":[187],"show":[188],"that":[189],"outperforms":[191],"13":[192],"methods":[194],"four":[196],"metrics.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
