乐胖代购免代理版

{"id":"https://openalex.org/W3200616414","doi":"https://doi.org/10.1142/s0218194021500364","title":"A Novel Effort Measure Method for Effort-Aware Just-in-Time Software Defect Prediction","display_name":"A Novel Effort Measure Method for Effort-Aware Just-in-Time Software Defect Prediction","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3200616414","doi":"https://doi.org/10.1142/s0218194021500364","mag":"3200616414"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500364","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5101592628","display_name":"Liqiong Chen","orcid":"https://orcid.org/0000-0003-1927-2148"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiong Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057753551","display_name":"Shilong Song","orcid":null},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilong Song","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050446626","display_name":"Can Wang","orcid":"https://orcid.org/0000-0003-0147-231X"},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Wang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai, Shanghai, CO 201418, GHN, China","institution_ids":["https://openalex.org/I67001856"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.839,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.768257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":72,"max":76},"biblio":{"volume":"31","issue":"08","first_page":"1145","last_page":"1169"},"is_retracted":false,"is_paratext":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":0.9985,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9955,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5834152},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5705708},{"id":"https://openalex.org/keywords/software-regression","display_name":"Software regression","score":0.5270517},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4739863},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.46529898},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.43214178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7217432},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5834152},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5720276},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5705708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5516846},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5414768},{"id":"https://openalex.org/C191727507","wikidata":"https://www.wikidata.org/wiki/Q24346","display_name":"Software regression","level":5,"score":0.5270517},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.51664144},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4769986},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4739863},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.46740988},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.46529898},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4359388},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.43214178},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.30201906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12651283},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10227913},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08139843},{"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500364","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.58,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61702334"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61772200"}],"datasets":[],"versions":[],"referenced_works_count":28,"referenced_works":["https://openalex.org/W1902482618","https://openalex.org/W1985797722","https://openalex.org/W2000988610","https://openalex.org/W2007705030","https://openalex.org/W2018871545","https://openalex.org/W2073767361","https://openalex.org/W2120484483","https://openalex.org/W2131378644","https://openalex.org/W2147386665","https://openalex.org/W2149014999","https://openalex.org/W2150874999","https://openalex.org/W2151666086","https://openalex.org/W2159610968","https://openalex.org/W2312398278","https://openalex.org/W2510885373","https://openalex.org/W2548915941","https://openalex.org/W2599212561","https://openalex.org/W2731935965","https://openalex.org/W2744611928","https://openalex.org/W2766521509","https://openalex.org/W2767894374","https://openalex.org/W2774137886","https://openalex.org/W2903359694","https://openalex.org/W2963520355","https://openalex.org/W2990081314","https://openalex.org/W3033234605","https://openalex.org/W4236586490","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W4224250221","https://openalex.org/W3045036521","https://openalex.org/W3009111612","https://openalex.org/W3004570974","https://openalex.org/W2901462014","https://openalex.org/W2794598182","https://openalex.org/W2597543511","https://openalex.org/W2397092005","https://openalex.org/W2044225531","https://openalex.org/W2022585969"],"abstract_inverted_index":{"Just-in-time":[0],"software":[1,8,21,24,29,151],"defect":[2,9,25,30,56,152],"prediction":[3,10,26,31,57,153],"(JIT-SDP)":[4],"is":[5,27,131],"a":[6,28,80],"fine-grained":[7],"technology,":[11],"which":[12,42],"aims":[13],"to":[14,148],"identify":[15],"the":[16,37,61,65,92,103,112,118,122,127,150,161,180,194,201],"defective":[17,46],"code":[18,40,47,70,107],"changes":[19,48],"in":[20,49,193],"systems.":[22],"Effort-aware":[23],"technology":[32],"that":[33,116,172],"takes":[34,95],"into":[35,96],"consideration":[36],"cost":[38],"of":[39,67,69,105,114,179],"inspection,":[41],"can":[43],"find":[44],"more":[45],"limited":[50],"test":[51],"resources.":[52],"The":[53,169],"traditional":[54],"effort-aware":[55],"model":[58],"mainly":[59],"measures":[60],"effort":[62,82],"based":[63,163,182],"on":[64,164,183,191],"number":[66,113],"lines":[68],"(LOC)":[71],"and":[72,121,144,166,175,189],"rarely":[73],"considers":[74],"additional":[75],"factors.":[76],"This":[77],"paper":[78],"proposes":[79],"novel":[81],"measure":[83],"method":[84],"called":[85],"Multi-Metric":[86],"Joint":[87],"Calculation":[88],"(MMJC).":[89],"When":[90],"measuring":[91],"effort,":[93],"MMJC":[94,130,165,184],"account":[97],"not":[98],"only":[99],"LOC,":[100],"but":[101],"also":[102],"distribution":[104],"modified":[106],"across":[108],"different":[109],"files":[110,119],"(Entropy),":[111],"developers":[115],"changed":[117],"(NDEV)":[120],"developer":[123],"experience":[124],"(EXP).":[125],"In":[126],"simulation":[128],"experiment,":[129],"combined":[132],"with":[133,200],"Linear":[134],"Regression,":[135],"Decision":[136],"Tree,":[137],"Random":[138],"Forest,":[139],"LightGBM,":[140],"Support":[141],"Vector":[142],"Machine":[143],"Neural":[145],"Network,":[146],"respectively,":[147,198],"build":[149],"model.":[154],"Several":[155],"comparative":[156],"experiments":[157],"are":[158,185],"conducted":[159],"between":[160],"models":[162,181],"baseline":[167,202],"models.":[168,203],"results":[170],"show":[171],"indicators":[173],"ACC":[174],"[Formula:":[176],"see":[177],"text]":[178],"improved":[186],"by":[187],"35.3%":[188],"15.9%":[190],"average":[192],"three":[195],"verification":[196],"scenarios,":[197],"compared":[199]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3200616414","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2024-12-19T07:27:15.511588","created_date":"2021-09-27"}