{"id":"https://openalex.org/W4396861028","doi":"https://doi.org/10.1145/3664811","title":"What Makes a Good TODO Comment?","display_name":"What Makes a Good TODO Comment?","publication_year":2024,"publication_date":"2024-05-13","ids":{"openalex":"https://openalex.org/W4396861028","doi":"https://doi.org/10.1145/3664811"},"language":"en","primary_location":{"id":"doi:10.1145/3664811","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664811","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664811","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3664811","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030872502","display_name":"Haoye Wang","orcid":"https://orcid.org/0000-0002-3314-0427"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"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":"Haoye Wang","raw_affiliation_strings":["School of Computer & Computing Science, Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3314-0427","affiliations":[{"raw_affiliation_string":"School of Computer & Computing Science, Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I4400573310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004907832","display_name":"Zhipeng Gao","orcid":"https://orcid.org/0000-0003-3030-9917"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Gao","raw_affiliation_strings":["Shanghai Institute for Advanced Study of Zhejiang University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3030-9917","affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Study of Zhejiang University, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071338442","display_name":"Tingting Bi","orcid":"https://orcid.org/0000-0003-2748-1249"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tingting Bi","raw_affiliation_strings":["The University of Western Australia, Perth Australia"],"raw_orcid":"https://orcid.org/0000-0003-2748-1249","affiliations":[{"raw_affiliation_string":"The University of Western Australia, Perth Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082913979","display_name":"John Grundy","orcid":"https://orcid.org/0000-0003-4928-7076"},"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":"John Grundy","raw_affiliation_strings":["Software Systems and Cybersecurity, Monash University, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4928-7076","affiliations":[{"raw_affiliation_string":"Software Systems and Cybersecurity, Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352800","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0002-5507-6569"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5507-6569","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101925641","display_name":"Minghui Wu","orcid":"https://orcid.org/0000-0001-8179-7119"},"institutions":[{"id":"https://openalex.org/I4400573310","display_name":"Hangzhou City University","ror":"https://ror.org/01wck0s05","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573310"]},{"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":"Minghui Wu","raw_affiliation_strings":["Hangzhou City University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8179-7119","affiliations":[{"raw_affiliation_string":"Hangzhou City University, Hangzhou, China","institution_ids":["https://openalex.org/I6469544","https://openalex.org/I4400573310"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101577570","display_name":"Xiaohu Yang","orcid":"https://orcid.org/0000-0003-4111-4189"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu Yang","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4111-4189","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1383,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88667217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"33","issue":"6","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9424999952316284,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10260","display_name":"Software Engineering Research","score":0.9142000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8191568851470947},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6728676557540894},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5794050693511963},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5699368119239807},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5634335279464722},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.543140172958374},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5378642678260803},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5249699950218201},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4738270044326782},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.45842328667640686},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.4364522099494934},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4106111228466034},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3921661078929901},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3271380662918091},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11461806297302246},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.08387479186058044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8191568851470947},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6728676557540894},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5794050693511963},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5699368119239807},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5634335279464722},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.543140172958374},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5378642678260803},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5249699950218201},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4738270044326782},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.45842328667640686},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.4364522099494934},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4106111228466034},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3921661078929901},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3271380662918091},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11461806297302246},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08387479186058044},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3664811","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664811","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664811","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"},{"id":"pmh:oai:pure.atira.dk:openaire/58e81ddf-e25c-46b5-b342-3801aa555b05","is_oa":false,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/58e81ddf-e25c-46b5-b342-3801aa555b05","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wang, H, Gao, Z, Bi, T, Grundy, J, Wang, X, Wu, M & Yang, X 2024, 'What Makes a Good TODO Comment?', ACM Transactions on Software Engineering and Methodology, vol. 33, no. 6, 165. https://doi.org/10.1145/3664811","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2503.15277","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2503.15277","pdf_url":"https://arxiv.org/pdf/2503.15277","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:publications/58e81ddf-e25c-46b5-b342-3801aa555b05","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/58e81ddf-e25c-46b5-b342-3801aa555b05","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, H, Gao, Z, Bi, T, Grundy, J, Wang, X, Wu, M & Yang, X 2024, 'What Makes a Good TODO Comment?', ACM Transactions on Software Engineering and Methodology, vol. 33, no. 6, 165. https://doi.org/10.1145/3664811","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3664811","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3664811","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3664811","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":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1683104266","display_name":null,"funder_award_id":"No. 62302430 and No. 62202341","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396861028.pdf"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1500946169","https://openalex.org/W1579202050","https://openalex.org/W1678356000","https://openalex.org/W1791687657","https://openalex.org/W1857789879","https://openalex.org/W1975879668","https://openalex.org/W1993553653","https://openalex.org/W2028836139","https://openalex.org/W2041194341","https://openalex.org/W2045336717","https://openalex.org/W2053154970","https://openalex.org/W2070111972","https://openalex.org/W2084429785","https://openalex.org/W2088252378","https://openalex.org/W2089758871","https://openalex.org/W2090398160","https://openalex.org/W2111882670","https://openalex.org/W2119821925","https://openalex.org/W2130602377","https://openalex.org/W2131774270","https://openalex.org/W2133890582","https://openalex.org/W2142958724","https://openalex.org/W2152874840","https://openalex.org/W2206373005","https://openalex.org/W2216973458","https://openalex.org/W2258358872","https://openalex.org/W2395955025","https://openalex.org/W2492513888","https://openalex.org/W2612705982","https://openalex.org/W2617604339","https://openalex.org/W2767729231","https://openalex.org/W2767782162","https://openalex.org/W2805357019","https://openalex.org/W2809337338","https://openalex.org/W2901474647","https://openalex.org/W2911964244","https://openalex.org/W2913200795","https://openalex.org/W2921988748","https://openalex.org/W2938801257","https://openalex.org/W2953320089","https://openalex.org/W2963083845","https://openalex.org/W2966158888","https://openalex.org/W2967162666","https://openalex.org/W2980731667","https://openalex.org/W2999173898","https://openalex.org/W3005833261","https://openalex.org/W3008088841","https://openalex.org/W3009761259","https://openalex.org/W3015174650","https://openalex.org/W3027616835","https://openalex.org/W3046327098","https://openalex.org/W3089767927","https://openalex.org/W3090867931","https://openalex.org/W3098605233","https://openalex.org/W3115599191","https://openalex.org/W3121939465","https://openalex.org/W3122527318","https://openalex.org/W3159616622","https://openalex.org/W3162044134","https://openalex.org/W3180017337","https://openalex.org/W3185244049","https://openalex.org/W3193393431","https://openalex.org/W4210493608","https://openalex.org/W4214512383","https://openalex.org/W4220877452","https://openalex.org/W4220921499","https://openalex.org/W4226304690","https://openalex.org/W4229003063","https://openalex.org/W4231934124","https://openalex.org/W4253752119","https://openalex.org/W4255462762","https://openalex.org/W4284679990","https://openalex.org/W4287159970","https://openalex.org/W4287981455","https://openalex.org/W4291213652","https://openalex.org/W4303450757","https://openalex.org/W4312345967","https://openalex.org/W4389041209","https://openalex.org/W4390144492","https://openalex.org/W6764970959","https://openalex.org/W6799819671","https://openalex.org/W6969242955"],"related_works":["https://openalex.org/W4376877853","https://openalex.org/W1493891899","https://openalex.org/W1964405022","https://openalex.org/W4250928611","https://openalex.org/W166480398","https://openalex.org/W2113128227","https://openalex.org/W2491403535","https://openalex.org/W632256878","https://openalex.org/W2104915799","https://openalex.org/W4311938462"],"abstract_inverted_index":{"Software":[0],"development":[1,194],"is":[2],"a":[3,20,37,50],"collaborative":[4],"process":[5],"that":[6,36,69,181],"involves":[7],"various":[8],"interactions":[9],"among":[10],"individuals":[11],"and":[12,25,129,156,196],"teams.":[13],"TODO":[14,43,59,85,98,108,116,121,136,141,154,168,190],"comments":[15,44,60,99,122,142,155,169],"in":[16,23,61,100,127,185],"source":[17],"code":[18,197],"play":[19],"critical":[21],"role":[22],"managing":[24],"coordinating":[26],"diverse":[27],"tasks":[28],"during":[29],"this":[30,33,88],"process.":[31],"However,":[32],"study":[34],"finds":[35],"large":[38],"proportion":[39],"of":[40,58,65,97,106,114,123,133,167,189],"open-source":[41,62,101],"project":[42],"are":[45,64,70,75,120],"left":[46],"unresolved":[47],"or":[48,74],"take":[49],"long":[51],"time":[52],"to":[53,77,151],"be":[54],"resolved.":[55],"About":[56],"46.7%":[57],"repositories":[63],"low-quality":[66,107],"(e.g.,":[67],"TODOs":[68],"ambiguous,":[71],"lack":[72],"information,":[73],"useless":[76],"developers).":[78],"This":[79],"highlights":[80],"the":[81,95,104,111,131,165,187],"need":[82],"for":[83],"better":[84],"practices.":[86],"In":[87],"study,":[89],"we":[90,148,176],"investigate":[91],"four":[92],"aspects":[93],"regarding":[94],"quality":[96,125,188],"projects:":[102],"(1)":[103],"prevalence":[105],"comments;":[109,117],"(2)":[110],"key":[112],"characteristics":[113],"high-quality":[115,153],"(3)":[118],"how":[119],"different":[124],"managed":[126],"practice;":[128],"(4)":[130],"feasibility":[132],"automatically":[134],"assessing":[135],"comment":[137],"quality.":[138,172,198],"Examining":[139],"2,863":[140],"from":[143],"Top100":[144],"GitHub":[145],"Java":[146],"repositories,":[147],"propose":[149],"criteria":[150],"identify":[152],"provide":[157],"insights":[158],"into":[159],"their":[160],"optimal":[161],"composition.":[162],"We":[163],"discuss":[164],"lifecycle":[166],"with":[170],"varying":[171],"To":[173],"assist":[174],"developers,":[175],"construct":[177],"deep":[178],"learning-based":[179],"methods":[180],"show":[182],"promising":[183],"performance":[184],"identifying":[186],"comments,":[191],"potentially":[192],"enhancing":[193],"efficiency":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}