{"id":"https://openalex.org/W3132150767","doi":"https://doi.org/10.1109/ms.2021.3061664","title":"AI in Software Engineering at Facebook","display_name":"AI in Software Engineering at Facebook","publication_year":2021,"publication_date":"2021-02-23","ids":{"openalex":"https://openalex.org/W3132150767","doi":"https://doi.org/10.1109/ms.2021.3061664","mag":"3132150767"},"language":"en","primary_location":{"id":"doi:10.1109/ms.2021.3061664","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ms.2021.3061664","pdf_url":"https://ieeexplore.ieee.org/ielx7/52/9460976/09360852.pdf","source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/52/9460976/09360852.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055598034","display_name":"Johannes Bader","orcid":"https://orcid.org/0000-0003-3129-3814"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Johannes Bader","raw_affiliation_strings":["Facebook, Facebook Inc., Menlo Park, California 94025 United States"],"affiliations":[{"raw_affiliation_string":"Facebook, Facebook Inc., Menlo Park, California 94025 United States","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081275460","display_name":"Sonia Kim","orcid":"https://orcid.org/0000-0002-1654-3902"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sonia Seohyun Kim","raw_affiliation_strings":["Facebook, Facebook Inc., Menlo Park, California 94025 United States"],"affiliations":[{"raw_affiliation_string":"Facebook, Facebook Inc., Menlo Park, California 94025 United States","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075193455","display_name":"Frank Sifei Luan","orcid":"https://orcid.org/0000-0001-8709-6823"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frank Sifei Luan","raw_affiliation_strings":["Facebook, Facebook Inc., Menlo Park, California 94025 United States"],"affiliations":[{"raw_affiliation_string":"Facebook, Facebook Inc., Menlo Park, California 94025 United States","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965118","display_name":"Satish Chandra","orcid":"https://orcid.org/0000-0003-2546-9000"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish Chandra","raw_affiliation_strings":["Facebook, Facebook Inc., Menlo Park, California 94025 United States"],"affiliations":[{"raw_affiliation_string":"Facebook, Facebook Inc., Menlo Park, California 94025 United States","institution_ids":["https://openalex.org/I4210114444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074555535","display_name":"Erik Meijer","orcid":"https://orcid.org/0000-0001-7959-4670"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Meijer","raw_affiliation_strings":["Facebook, Facebook Inc., Menlo Park, California 94025 United States"],"affiliations":[{"raw_affiliation_string":"Facebook, Facebook Inc., Menlo Park, California 94025 United States","institution_ids":["https://openalex.org/I4210114444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055598034"],"corresponding_institution_ids":["https://openalex.org/I4210114444"],"apc_list":null,"apc_paid":null,"fwci":2.4787,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90469378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"38","issue":"4","first_page":"52","last_page":"61"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9959999918937683,"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":0.7445914149284363},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.658830463886261},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.533517062664032},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5077246427536011},{"id":"https://openalex.org/keywords/social-software-engineering","display_name":"Social software engineering","score":0.49594125151634216},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4840106666088104},{"id":"https://openalex.org/keywords/personal-software-process","display_name":"Personal software process","score":0.4642055630683899},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.45553258061408997},{"id":"https://openalex.org/keywords/software-analytics","display_name":"Software analytics","score":0.43933480978012085},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.4258612394332886},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.42172741889953613},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.4136827886104584},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.359305739402771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32719600200653076},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.32259872555732727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445914149284363},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.658830463886261},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.533517062664032},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5077246427536011},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.49594125151634216},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4840106666088104},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.4642055630683899},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.45553258061408997},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.43933480978012085},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.4258612394332886},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.42172741889953613},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4136827886104584},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.359305739402771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32719600200653076},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32259872555732727},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ms.2021.3061664","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ms.2021.3061664","pdf_url":"https://ieeexplore.ieee.org/ielx7/52/9460976/09360852.pdf","source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Software","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/ms.2021.3061664","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ms.2021.3061664","pdf_url":"https://ieeexplore.ieee.org/ielx7/52/9460976/09360852.pdf","source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Software","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3132150767.pdf","grobid_xml":"https://content.openalex.org/works/W3132150767.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W777621473","https://openalex.org/W2038899190","https://openalex.org/W2065489029","https://openalex.org/W2286236884","https://openalex.org/W2400994325","https://openalex.org/W2493916176","https://openalex.org/W2805788202","https://openalex.org/W2808275365","https://openalex.org/W2902618648","https://openalex.org/W2950133940","https://openalex.org/W2952566282","https://openalex.org/W2963023085","https://openalex.org/W2968179027","https://openalex.org/W2969540611","https://openalex.org/W2979679630","https://openalex.org/W3090938911","https://openalex.org/W3106371149","https://openalex.org/W3121414853","https://openalex.org/W4249233413","https://openalex.org/W4294170691","https://openalex.org/W4299585995","https://openalex.org/W4301168982","https://openalex.org/W6682691769","https://openalex.org/W6723250868","https://openalex.org/W6734897383","https://openalex.org/W6766908014"],"related_works":["https://openalex.org/W2120376006","https://openalex.org/W2139942891","https://openalex.org/W2394246622","https://openalex.org/W2512341330","https://openalex.org/W2061008591","https://openalex.org/W2068215719","https://openalex.org/W2757929269","https://openalex.org/W1869353824","https://openalex.org/W1955230756","https://openalex.org/W4312927049"],"abstract_inverted_index":{"How":[0],"can":[1],"artificial":[2],"intelligence":[3],"help":[4],"software":[5,27],"engineers":[6],"better":[7],"do":[8],"their":[9],"jobs":[10],"and":[11,36],"advance":[12],"the":[13,16],"state":[14],"of":[15],"practice?":[17],"We":[18],"describe":[19],"three":[20],"productivity":[21],"tools":[22],"that":[23],"learn":[24],"patterns":[25],"from":[26],"artifacts:":[28],"code":[29,34],"search":[30],"using":[31],"natural":[32],"language,":[33],"recommendation,":[35],"automatic":[37],"bug":[38],"fixing.":[39]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
