{"id":"https://openalex.org/W4398234600","doi":"https://doi.org/10.1145/3658271.3658342","title":"Generating and Reviewing Programming Codes with Large Language Models: A Systematic Mapping Study","display_name":"Generating and Reviewing Programming Codes with Large Language Models: A Systematic Mapping Study","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4398234600","doi":"https://doi.org/10.1145/3658271.3658342"},"language":"en","primary_location":{"id":"doi:10.1145/3658271.3658342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658271.3658342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Brazilian Symposium on Information Systems","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/A5022425019","display_name":"Beatriz Ventorini Lins de Albuquerque","orcid":"https://orcid.org/0009-0009-9245-2234"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]},{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Beatriz Ventorini Lins de Albuquerque","raw_affiliation_strings":["Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil and Petrobras (Petr\u00f3leo Brasileiro S.A.), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil and Petrobras (Petr\u00f3leo Brasileiro S.A.), Brazil","institution_ids":["https://openalex.org/I32393484","https://openalex.org/I83648350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016755021","display_name":"A. Cunha","orcid":"https://orcid.org/0009-0003-5295-5685"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]},{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio Fernando Souza da Cunha","raw_affiliation_strings":["Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil and Petrobras (Petr\u00f3leo Brasileiro S.A.), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil and Petrobras (Petr\u00f3leo Brasileiro S.A.), Brazil","institution_ids":["https://openalex.org/I32393484","https://openalex.org/I83648350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021854660","display_name":"Leonardo Souza","orcid":"https://orcid.org/0000-0002-6309-5209"},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Souza","raw_affiliation_strings":["Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil","institution_ids":["https://openalex.org/I83648350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057436676","display_name":"Sean Wolfgand Matsui Siqueira","orcid":"https://orcid.org/0000-0002-0864-2396"},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sean Wolfgand Matsui Siqueira","raw_affiliation_strings":["Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil","institution_ids":["https://openalex.org/I83648350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006530614","display_name":"Rodrigo Pereira dos Santos","orcid":"https://orcid.org/0000-0003-4749-2551"},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo Pereira dos Santos","raw_affiliation_strings":["Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal do Estado do Rio de Janeiro (UNIRIO), Brazil","institution_ids":["https://openalex.org/I83648350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022425019"],"corresponding_institution_ids":["https://openalex.org/I32393484","https://openalex.org/I83648350"],"apc_list":null,"apc_paid":null,"fwci":1.5309,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85524623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9950000047683716,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9944999814033508,"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":0.7683020830154419},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.6776594519615173},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3281079828739166},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32032883167266846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683020830154419},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.6776594519615173},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3281079828739166},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32032883167266846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3658271.3658342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3658271.3658342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th Brazilian Symposium on Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2125076121","display_name":null,"funder_award_id":"305436/2021-0","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G636027129","display_name":null,"funder_award_id":"316510/2023-8","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1999798506","https://openalex.org/W3118615836","https://openalex.org/W3124842510","https://openalex.org/W3155157404","https://openalex.org/W3198326706","https://openalex.org/W4205596491","https://openalex.org/W4210252137","https://openalex.org/W4284710241","https://openalex.org/W4289792856","https://openalex.org/W4311887664","https://openalex.org/W4312565886","https://openalex.org/W4312900476","https://openalex.org/W4315815628","https://openalex.org/W4320058635","https://openalex.org/W4360620450","https://openalex.org/W4366204357","https://openalex.org/W4367368990","https://openalex.org/W4367672983","https://openalex.org/W4375947047","https://openalex.org/W4379231174","https://openalex.org/W4383888921","https://openalex.org/W4384026646","https://openalex.org/W4384026730","https://openalex.org/W4384345639","https://openalex.org/W4385187279","https://openalex.org/W4385270094","https://openalex.org/W4385477851","https://openalex.org/W4386427399"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Context:":[0],"The":[1,24,140,195,214],"proliferation":[2],"of":[3,36,71,113,133,138,165,187,227],"technologies":[4],"based":[5],"on":[6,17,68,79],"Large":[7],"Language":[8],"Models":[9],"(LLM)":[10],"is":[11],"reshaping":[12],"various":[13],"domains,":[14],"also":[15],"impacting":[16],"programming":[18,55,158,190],"code":[19,56,93,159,191],"creation":[20],"and":[21,39,64,95,97,105,131,150,193,200],"review.":[22,194],"Problem:":[23],"decision-making":[25,207],"process":[26],"in":[27,30,54,73,92,157,189,222],"adopting":[28],"LLM":[29,52,98,156,188,211],"software":[31,74,235],"development":[32,236],"demands":[33],"an":[34],"understanding":[35,164],"associated":[37,154],"challenges":[38,49],"diverse":[40],"application":[41,167],"possibilities.":[42],"Solution:":[43],"This":[44,179],"study":[45,180],"addresses":[46],"the":[47,69,84,87,110,114,117,166,174,185,219,225,233],"identified":[48,196],"linked":[50],"to":[51,101,170,173,210,217],"utilization":[53,61,106,146,186],"processes.":[57],"It":[58],"explores":[59],"models,":[60,144,197],"strategies,":[62,147,198],"challenges,":[63,149,199],"coping":[65,152,201],"mechanisms,":[66],"focusing":[67],"perspectives":[70],"researchers":[72],"development.":[75],"IS":[76,220],"Theory:":[77],"Drawing":[78],"Task-Technology":[80],"Fit":[81],"(TTF)":[82],"theory,":[83],"research":[85,118,141,215],"examines":[86],"alignment":[88],"between":[89],"task":[90],"characteristics":[91],"generation":[94,192],"review,":[96],"technology":[99,212],"attributes":[100],"discern":[102],"performance":[103],"impacts":[104],"patterns.":[107],"Method:":[108],"Employing":[109],"Systematic":[111],"Mapping":[112],"Literature":[115],"method,":[116],"analyzes":[119],"19":[120],"selected":[121],"studies":[122],"from":[123],"digital":[124],"databases\u2014IEEE":[125],"Digital":[126],"Library,":[127],"Compendex":[128],"Engineering":[129],"Village,":[130],"Scopus\u2014out":[132],"1,257":[134],"retrieved":[135],"results.":[136],"Summary":[137],"Results:":[139],"reveals":[142],"23":[143],"13":[145],"15":[148],"14":[151],"mechanisms":[153,202],"with":[155],"processes,":[160],"offering":[161],"a":[162],"comprehensive":[163],"landscape.":[168],"Contributions":[169],"IS:":[171],"Contributing":[172],"Information":[175],"Systems":[176],"(IS)":[177],"field,":[178],"provides":[181],"valuable":[182],"insights":[183],"into":[184,232],"offer":[203],"practical":[204],"guidance":[205],"for":[206],"processes":[208],"related":[209],"adoption.":[213],"aims":[216],"support":[218],"community":[221],"effectively":[223],"navigating":[224],"complexities":[226],"integrating":[228],"large":[229],"language":[230],"models":[231],"dynamic":[234],"lifecycle.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
