{"id":"https://openalex.org/W4308643015","doi":"https://doi.org/10.1145/3540250.3549119","title":"CommentFinder: a simpler, faster, more accurate code review comments recommendation","display_name":"CommentFinder: a simpler, faster, more accurate code review comments recommendation","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308643015","doi":"https://doi.org/10.1145/3540250.3549119"},"language":"en","primary_location":{"id":"doi:10.1145/3540250.3549119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3540250.3549119","pdf_url":null,"source":{"id":"https://openalex.org/S4363608883","display_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of 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/A5101950117","display_name":"Yang Hong","orcid":"https://orcid.org/0000-0003-0221-4750"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yang Hong","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081449581","display_name":"Chakkrit Tantithamthavorn","orcid":"https://orcid.org/0000-0002-5516-9984"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chakkrit Tantithamthavorn","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040320723","display_name":"Patanamon Thongtanunam","orcid":"https://orcid.org/0000-0001-6328-8839"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Patanamon Thongtanunam","raw_affiliation_strings":["University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035346540","display_name":"Aldeida Aleti","orcid":"https://orcid.org/0000-0002-1716-690X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aldeida Aleti","raw_affiliation_strings":["Monash University, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101950117"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":6.8804,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.97812098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"507","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T12479","display_name":"Web Application Security Vulnerabilities","score":0.9936000108718872,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9926999807357788,"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":0.8390655517578125},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.7849624156951904},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.7365726828575134},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.43914031982421875},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42571645975112915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3835262954235077},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3457692265510559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3411575257778168},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20922717452049255},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.15501713752746582},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.07996517419815063},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.06697243452072144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8390655517578125},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.7849624156951904},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.7365726828575134},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.43914031982421875},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42571645975112915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3835262954235077},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3457692265510559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3411575257778168},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20922717452049255},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.15501713752746582},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.07996517419815063},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.06697243452072144},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3540250.3549119","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3540250.3549119","pdf_url":null,"source":{"id":"https://openalex.org/S4363608883","display_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6600000262260437,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1982335236","https://openalex.org/W1997548934","https://openalex.org/W1998900885","https://openalex.org/W2063156085","https://openalex.org/W2079756993","https://openalex.org/W2108769867","https://openalex.org/W2116228345","https://openalex.org/W2142245496","https://openalex.org/W2147386665","https://openalex.org/W2148854374","https://openalex.org/W2156279557","https://openalex.org/W2165855014","https://openalex.org/W2168612058","https://openalex.org/W2321962281","https://openalex.org/W2344367508","https://openalex.org/W2348249338","https://openalex.org/W2367798545","https://openalex.org/W2474835145","https://openalex.org/W2510265546","https://openalex.org/W2593675739","https://openalex.org/W2606150376","https://openalex.org/W2624930143","https://openalex.org/W2740130862","https://openalex.org/W2793878264","https://openalex.org/W2796373978","https://openalex.org/W2808429234","https://openalex.org/W2888312537","https://openalex.org/W2954274464","https://openalex.org/W2954823997","https://openalex.org/W2962911862","https://openalex.org/W2964322208","https://openalex.org/W2966863713","https://openalex.org/W2997591727","https://openalex.org/W2999653107","https://openalex.org/W3011013751","https://openalex.org/W3013745307","https://openalex.org/W3014394502","https://openalex.org/W3083954092","https://openalex.org/W3105867435","https://openalex.org/W3122149408","https://openalex.org/W3134708177","https://openalex.org/W3161903544","https://openalex.org/W3163192988","https://openalex.org/W3173529525","https://openalex.org/W3174067697","https://openalex.org/W3175995826","https://openalex.org/W4207068100","https://openalex.org/W4214671568","https://openalex.org/W4225640545","https://openalex.org/W4232918024","https://openalex.org/W4235786747","https://openalex.org/W4245880130","https://openalex.org/W4246032972","https://openalex.org/W4250195981","https://openalex.org/W4256657178","https://openalex.org/W4284709233","https://openalex.org/W4286331377","https://openalex.org/W4308641648","https://openalex.org/W4312436517"],"related_works":["https://openalex.org/W3153702491","https://openalex.org/W4318539024","https://openalex.org/W2064613179","https://openalex.org/W2969257295","https://openalex.org/W3008981372","https://openalex.org/W2206096527","https://openalex.org/W4226317003","https://openalex.org/W2069798959","https://openalex.org/W2149635184","https://openalex.org/W2791928022"],"abstract_inverted_index":{"Code":[0],"review":[1,17,36,75,104,120,150],"is":[2,109,125],"an":[3,78],"effective":[4],"quality":[5],"assurance":[6],"practice,":[7],"but":[8],"can":[9],"be":[10],"labor-intensive":[11],"since":[12],"developers":[13],"have":[14],"to":[15,32,72,142],"manually":[16],"the":[18,43,87,94,102,117,130,144],"code":[19,35,74,119,149],"and":[20,53,89],"provide":[21],"written":[22],"feedback.":[23],"Recently,":[24],"a":[25,69],"Deep":[26],"Learning":[27],"(DL)-based":[28],"approach":[29,44,71],"was":[30],"introduced":[31],"automatically":[33],"recommend":[34,73],"comments":[37],"based":[38],"on":[39],"changed":[40,83],"methods.":[41],"While":[42],"showed":[45],"promising":[46],"results,":[47],"it":[48],"requires":[49],"expensive":[50],"computational":[51,155],"resource":[52],"time":[54],"which":[55],"limits":[56],"its":[57],"use":[58],"in":[59,115],"practice.":[60],"To":[61],"address":[62],"this":[63],"limitation,":[64],"we":[65,85],"propose":[66],"CommentFinder":[67,92,108,124,138],"\u2013":[68],"retrieval-based":[70],"comments.":[76],"Through":[77],"empirical":[79],"evaluation":[80],"of":[81,91],"151,019":[82],"methods,":[84],"evaluate":[86],"effectiveness":[88],"efficiency":[90],"against":[93],"state-of-the-art":[95],"approach.":[96],"We":[97],"find":[98],"that":[99,136],"when":[100],"recommending":[101,116,148],"best-1":[103],"comment":[105],"candidate,":[106],"our":[107,137],"32%":[110],"better":[111],"than":[112,129],"prior":[113,131],"work":[114],"correct":[118],"comment.":[121],"In":[122],"addition,":[123],"49":[126],"times":[127],"faster":[128],"work.":[132],"These":[133],"findings":[134],"highlight":[135],"could":[139],"help":[140],"reviewers":[141],"reduce":[143],"manual":[145],"efforts":[146],"by":[147],"comments,":[151],"while":[152],"requiring":[153],"less":[154],"time.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":11}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}