{"id":"https://openalex.org/W4396833224","doi":"https://doi.org/10.1145/3613905.3650896","title":"Evaluating Human-AI Partnership for LLM-based Code Migration","display_name":"Evaluating Human-AI Partnership for LLM-based Code Migration","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833224","doi":"https://doi.org/10.1145/3613905.3650896"},"language":"en","primary_location":{"id":"doi:10.1145/3613905.3650896","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650896","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650896","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650896","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074877973","display_name":"Behrooz Omidvar-Tehrani","orcid":"https://orcid.org/0000-0001-9103-0114"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Behrooz Omidvar Tehrani","raw_affiliation_strings":["AWS AI Labs, United States"],"raw_orcid":"https://orcid.org/0000-0001-9103-0114","affiliations":[{"raw_affiliation_string":"AWS AI Labs, United States","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097767665","display_name":"M Ishaani","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ishaani M","raw_affiliation_strings":["Amazon Web Services, United States"],"raw_orcid":"https://orcid.org/0009-0002-0896-9812","affiliations":[{"raw_affiliation_string":"Amazon Web Services, United States","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061943967","display_name":"Anmol Anubhai","orcid":"https://orcid.org/0000-0003-0486-3594"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anmol Anubhai","raw_affiliation_strings":["Amazon Web Services, United States"],"raw_orcid":"https://orcid.org/0000-0003-0486-3594","affiliations":[{"raw_affiliation_string":"Amazon Web Services, United States","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.8948,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9849614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9955999851226807,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.994700014591217,"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":0.6847920417785645},{"id":"https://openalex.org/keywords/general-partnership","display_name":"General partnership","score":0.5962464809417725},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5322936177253723},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5033242106437683},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.49843335151672363},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.43554559350013733},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.41746073961257935},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3878343403339386},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3834739923477173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3746570944786072},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.371524453163147},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.30356526374816895},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.26370808482170105},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16208064556121826},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.14618507027626038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847920417785645},{"id":"https://openalex.org/C71750763","wikidata":"https://www.wikidata.org/wiki/Q646164","display_name":"General partnership","level":2,"score":0.5962464809417725},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5322936177253723},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5033242106437683},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.49843335151672363},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43554559350013733},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.41746073961257935},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3878343403339386},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3834739923477173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3746570944786072},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.371524453163147},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.30356526374816895},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.26370808482170105},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16208064556121826},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.14618507027626038},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3613905.3650896","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650896","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650896","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3613905.3650896","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613905.3650896","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613905.3650896","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833224.pdf","grobid_xml":"https://content.openalex.org/works/W4396833224.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W176103531","https://openalex.org/W2030166155","https://openalex.org/W2623337004","https://openalex.org/W2796000004","https://openalex.org/W2883359218","https://openalex.org/W2916904544","https://openalex.org/W2950429748","https://openalex.org/W3009183702","https://openalex.org/W3009706354","https://openalex.org/W3148399464","https://openalex.org/W3154248444","https://openalex.org/W4225153904","https://openalex.org/W4225159586","https://openalex.org/W4362659486","https://openalex.org/W4366549077","https://openalex.org/W4366550073","https://openalex.org/W4366587430"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W2739852106","https://openalex.org/W1986755814","https://openalex.org/W4226317003","https://openalex.org/W2149635184","https://openalex.org/W3161903544","https://openalex.org/W4391835699","https://openalex.org/W3017183837","https://openalex.org/W4323034249","https://openalex.org/W3025557260"],"abstract_inverted_index":{"The":[0,147],"potential":[1],"of":[2,37,42],"Generative":[3,173],"AI,":[4],"especially":[5],"Large":[6],"Language":[7],"Models":[8],"(LLMs),":[9],"to":[10,86,107,142],"transform":[11],"software":[12,25,170],"development":[13,26,171],"is":[14,61],"remarkable.":[15],"In":[16,92],"this":[17,93,151],"paper,":[18],"we":[19,95],"focus":[20],"on":[21,138],"one":[22],"area":[23],"in":[24,81,121,150,169],"called":[27,102],"\u201ccode":[28],"migration\u201d.":[29],"We":[30,117],"define":[31,133],"code":[32,44,51,72,87,99,115],"migration":[33,100],"as":[34,126],"the":[35,39,49,82,122],"process":[36],"transitioning":[38],"language":[40],"version":[41],"a":[43,127,130,134,154],"repository":[45],"by":[46],"converting":[47],"both":[48],"source":[50],"and":[52,67,129,132,165],"its":[53],"dependencies.":[54],"Carefully":[55],"designing":[56,159],"an":[57,97],"effective":[58],"human-AI":[59,75,123,160],"partnership":[60,124],"essential":[62],"for":[63,158],"boosting":[64],"developer":[65],"productivity":[66],"faster":[68],"migrations":[69,88],"when":[70],"performing":[71],"migrations.":[73,116],"Though":[74],"partnerships":[76,161],"have":[77],"been":[78],"generally":[79],"explored":[80],"literature,":[83],"their":[84],"application":[85],"remains":[89],"largely":[90],"unexamined.":[91],"work,":[94],"leverage":[96],"LLM-based":[98],"tool":[101],"Amazon":[103],"Q":[104],"Code":[105],"Transformation":[106],"conduct":[108],"semi-structured":[109],"interviews":[110],"with":[111,145,172],"11":[112],"participants":[113],"undertaking":[114],"discuss":[118],"human\u2019s":[119],"role":[120],"(human":[125],"director":[128],"reviewer)":[131],"trust":[135,144],"framework":[136],"based":[137],"various":[139],"model":[140],"outcomes":[141],"earn":[143],"LLMs.":[146],"guidelines":[148],"presented":[149],"paper":[152],"offer":[153],"vital":[155],"starting":[156],"point":[157],"that":[162],"effectively":[163],"augment":[164],"complement":[166],"human":[167],"capabilities":[168],"AI.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}