{"id":"https://openalex.org/W3015080226","doi":"https://doi.org/10.1145/3341105.3374009","title":"Is there a correlation between code comments and issues?","display_name":"Is there a correlation between code comments and issues?","publication_year":2020,"publication_date":"2020-03-29","ids":{"openalex":"https://openalex.org/W3015080226","doi":"https://doi.org/10.1145/3341105.3374009","mag":"3015080226"},"language":"en","primary_location":{"id":"doi:10.1145/3341105.3374009","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341105.3374009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM Symposium on Applied Computing","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/A5019484217","display_name":"Vishal Misra","orcid":"https://orcid.org/0000-0002-9432-6938"},"institutions":[{"id":"https://openalex.org/I4210109292","display_name":"Indian Institute of Technology Tirupati","ror":"https://ror.org/01xtkxh20","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vishal Misra","raw_affiliation_strings":["Indian Institute of Technology Tirupati"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Tirupati","institution_ids":["https://openalex.org/I4210109292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073513931","display_name":"Jakku Sai Krupa Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109292","display_name":"Indian Institute of Technology Tirupati","ror":"https://ror.org/01xtkxh20","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jakku Sai Krupa Reddy","raw_affiliation_strings":["Indian Institute of Technology Tirupati"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Tirupati","institution_ids":["https://openalex.org/I4210109292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042924610","display_name":"Sridhar Chimalakonda","orcid":"https://orcid.org/0000-0003-0818-8178"},"institutions":[{"id":"https://openalex.org/I4210109292","display_name":"Indian Institute of Technology Tirupati","ror":"https://ror.org/01xtkxh20","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sridhar Chimalakonda","raw_affiliation_strings":["Indian Institute of Technology Tirupati"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Tirupati","institution_ids":["https://openalex.org/I4210109292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019484217"],"corresponding_institution_ids":["https://openalex.org/I4210109292"],"apc_list":null,"apc_paid":null,"fwci":3.338,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93446365,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"110","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":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/T11675","display_name":"Open Source Software Innovations","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9771999716758728,"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/python","display_name":"Python (programming language)","score":0.89219731092453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8034780025482178},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.596172571182251},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5693216919898987},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5088624954223633},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.4960525929927826},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4894193708896637},{"id":"https://openalex.org/keywords/code-smell","display_name":"Code smell","score":0.48469212651252747},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.45038747787475586},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4500657320022583},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4263780415058136},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.42149507999420166},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38344064354896545},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35033392906188965},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31113308668136597},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3108866214752197},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.29625368118286133},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.22399193048477173},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07704442739486694}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.89219731092453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8034780025482178},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.596172571182251},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5693216919898987},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5088624954223633},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.4960525929927826},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4894193708896637},{"id":"https://openalex.org/C133237599","wikidata":"https://www.wikidata.org/wiki/Q2295111","display_name":"Code smell","level":5,"score":0.48469212651252747},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.45038747787475586},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4500657320022583},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4263780415058136},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.42149507999420166},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38344064354896545},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35033392906188965},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31113308668136597},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3108866214752197},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.29625368118286133},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.22399193048477173},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07704442739486694},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341105.3374009","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341105.3374009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th Annual ACM Symposium on Applied Computing","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":23,"referenced_works":["https://openalex.org/W1791687657","https://openalex.org/W1966769823","https://openalex.org/W1967995512","https://openalex.org/W1985514943","https://openalex.org/W2035680126","https://openalex.org/W2039603939","https://openalex.org/W2046613541","https://openalex.org/W2068430427","https://openalex.org/W2070111972","https://openalex.org/W2115791075","https://openalex.org/W2133890582","https://openalex.org/W2147956392","https://openalex.org/W2151228786","https://openalex.org/W2164886519","https://openalex.org/W2463537704","https://openalex.org/W2605284977","https://openalex.org/W2620044036","https://openalex.org/W2724503592","https://openalex.org/W2879105418","https://openalex.org/W2898348508","https://openalex.org/W2954876572","https://openalex.org/W4247854836","https://openalex.org/W4299627282"],"related_works":["https://openalex.org/W3137757622","https://openalex.org/W2083714857","https://openalex.org/W2563032765","https://openalex.org/W3175279244","https://openalex.org/W3121200789","https://openalex.org/W1847720358","https://openalex.org/W2899956841","https://openalex.org/W4280612920","https://openalex.org/W3165221216","https://openalex.org/W4380568682"],"abstract_inverted_index":{"Comments":[0,25],"in":[1,15,56,74,125,129,170,231,254],"a":[2,35,98,154,171,181],"software":[3,36],"code":[4,18,41,70,141,199,210,251],"base":[5],"are":[6,212,223],"one":[7],"of":[8,102,123,148,167,193,234,244,257,261],"the":[9,17,29,40,54,57,67,121,138,157,185,188,196,205,235,242,249,255,258],"key":[10],"artifacts":[11],"that":[12,31,221,240],"help":[13,253],"developers":[14],"understanding":[16],"with":[19,28,87,248],"respect":[20],"to":[21,38,49,65,111,136,161,173,214],"development":[22],"and":[23,43,72,105,108,132,143,165,201,226],"maintenance.":[24],"provide":[26],"us":[27,204],"information":[30],"is":[32,177,266],"used":[33],"as":[34,89,115],"metric":[37],"assess":[39],"quality":[42],"which":[44,184,209],"further":[45],"can":[46,252],"be":[47],"applied":[48],"demonstrate":[50],"its":[51],"impact":[52],"on":[53,81,85],"issues":[55,73,124,202,233],"code.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62,151],"set":[63],"out":[64,195],"understand":[66,137],"correlation":[68,139,197,206],"between":[69,140,156,198],"comments":[71,96,114,142,169,200,211,222,246],"Github.":[75],"We":[76,93,119,216,237],"conduct":[77],"an":[78,163,228,264],"empirical":[79],"study":[80,220],"625":[82],"repositories":[83,104],"hosted":[84],"GitHub":[86],"Python":[88],"their":[90],"primary":[91],"language.":[92],"manually":[94],"classify":[95],"from":[97,218],"randomly":[99],"selected":[100],"sample":[101],"python":[103,149],"then":[106,152],"train":[107],"evaluate":[109],"classifiers":[110],"automatically":[112],"label":[113],"Relevant":[116],"or":[117,180],"Auxiliary.":[118],"extract":[120],"metadata":[122],"each":[126],"repository":[127,172],"present":[128],"our":[130,146,219],"dataset":[131,147],"perform":[133],"various":[134],"experiments":[135],"issues.":[144,215],"From":[145],"repositories,":[150],"plot":[153],"graph":[155],"average":[158,259],"time":[159],"taken":[160],"resolve":[162],"issue":[164,265],"percentage":[166,243],"relevant":[168,245],"find":[174],"if":[175],"there":[176],"any":[178],"relation":[179],"pattern":[182],"by":[183,208],"latter":[186],"affects":[187],"former.":[189],"Our":[190],"statistical":[191],"approach":[192],"finding":[194],"gives":[203],"factor":[207],"related":[213],"conclude":[217],"indeed":[224],"important":[225,229],"play":[227],"role":[230],"solving":[232],"project.":[236],"also":[238],"found":[239],"increasing":[241],"along":[247],"source":[250],"reduction":[256],"number":[260],"days":[262],"before":[263],"resolved.":[267]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
