{"id":"https://openalex.org/W4399213686","doi":"https://doi.org/10.1145/3639477.3639756","title":"User-Centric Deployment of Automated Program Repair at Bloomberg","display_name":"User-Centric Deployment of Automated Program Repair at Bloomberg","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4399213686","doi":"https://doi.org/10.1145/3639477.3639756"},"language":"en","primary_location":{"id":"doi:10.1145/3639477.3639756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639477.3639756","pdf_url":null,"source":{"id":"https://openalex.org/S7407087706","display_name":"International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"David Williams","orcid":"https://orcid.org/0009-0004-9828-2639","observed_orcids":["https://orcid.org/0009-0004-9828-2639"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Williams","raw_affiliation_strings":["Computer Science, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0004-9828-2639","affiliations":[{"raw_affiliation_string":"Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"James Callan","orcid":"https://orcid.org/0000-0002-5692-6203","observed_orcids":["https://orcid.org/0000-0002-5692-6203"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James Callan","raw_affiliation_strings":["Computer Science, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5692-6203","affiliations":[{"raw_affiliation_string":"Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Serkan Kirbas","orcid":"https://orcid.org/0000-0002-9918-2822","observed_orcids":["https://orcid.org/0000-0002-9918-2822"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serkan Kirbas","raw_affiliation_strings":["Bloomberg LP, London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-9918-2822","affiliations":[{"raw_affiliation_string":"Bloomberg LP, London, London, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011184280","display_name":"Sergey Mechtaev","orcid":"https://orcid.org/0000-0001-6088-4993","observed_orcids":["https://orcid.org/0000-0001-6088-4993"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sergey Mechtaev","raw_affiliation_strings":["Computer Science, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6088-4993","affiliations":[{"raw_affiliation_string":"Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065281209","display_name":"Justyna Petke","orcid":"https://orcid.org/0000-0002-7833-6044","observed_orcids":["https://orcid.org/0000-0002-7833-6044"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justyna Petke","raw_affiliation_strings":["Computer Science, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-7833-6044","affiliations":[{"raw_affiliation_string":"Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093299796","display_name":"Thomas Prideaux-Ghee","orcid":"https://orcid.org/0009-0006-3675-7381","observed_orcids":["https://orcid.org/0009-0006-3675-7381"]},"institutions":[{"id":"https://openalex.org/I1299907687","display_name":"Bloomberg (United States)","ror":"https://ror.org/02rdpzb15","country_code":"US","type":"company","lineage":["https://openalex.org/I1299907687"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Prideaux-Ghee","raw_affiliation_strings":["Bloomberg LP, New York, New York, USA"],"raw_orcid":"https://orcid.org/0009-0006-3675-7381","affiliations":[{"raw_affiliation_string":"Bloomberg LP, New York, New York, USA","institution_ids":["https://openalex.org/I1299907687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012165852","display_name":"Federica Sarro","orcid":"https://orcid.org/0000-0002-9146-442X","observed_orcids":["https://orcid.org/0000-0002-9146-442X"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Federica Sarro","raw_affiliation_strings":["Computer Science, University College London, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-9146-442X","affiliations":[{"raw_affiliation_string":"Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8025,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92312948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.5961999893188477,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.5961999893188477,"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/T10260","display_name":"Software Engineering Research","score":0.3986999988555908,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.0027000000700354576,"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/automated-program-repair","display_name":"automated program repair","score":1.0},{"id":"https://openalex.org/keywords/pull-requests","display_name":"pull requests","score":0.7120000123977661},{"id":"https://openalex.org/keywords/usability","display_name":"usability","score":0.4560000002384186},{"id":"https://openalex.org/keywords/developer-engagement","display_name":"developer engagement","score":0.3479999899864197},{"id":"https://openalex.org/keywords/software-maintenance","display_name":"software maintenance","score":0.33899998664855957}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8717559576034546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6197363138198853},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.44703757762908936},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3596116304397583},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.323158323764801}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639477.3639756","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639477.3639756","pdf_url":null,"source":{"id":"https://openalex.org/S7407087706","display_name":"International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3150125195","display_name":null,"funder_award_id":"EP/P023991/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3733962727","display_name":null,"funder_award_id":"741278","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2061575154","https://openalex.org/W2066045860","https://openalex.org/W2147386665","https://openalex.org/W2153646932","https://openalex.org/W2156448859","https://openalex.org/W2274071363","https://openalex.org/W2373227884","https://openalex.org/W2914161001","https://openalex.org/W2953998535","https://openalex.org/W2979679630","https://openalex.org/W2990685757","https://openalex.org/W2998011150","https://openalex.org/W3106562353","https://openalex.org/W3134686229","https://openalex.org/W3151195892","https://openalex.org/W3161027892","https://openalex.org/W4246032972","https://openalex.org/W4284674057","https://openalex.org/W4289276777","https://openalex.org/W4308643065","https://openalex.org/W4385325902","https://openalex.org/W4389158507"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154"],"abstract_inverted_index":{"Automated":[0],"program":[1,22],"repair":[2,23],"(APR)":[3],"tools":[4,70],"have":[5],"unlocked":[6],"the":[7,10,31,147,170,184,214,218],"potential":[8],"for":[9,158,216],"rapid":[11],"rectification":[12],"of":[13,21,173,190,195,199],"codebase":[14],"issues.":[15],"However,":[16],"to":[17,29,35,66,79,87,109,121,142],"encourage":[18],"wider":[19],"adoption":[20],"in":[24,59,71,197,210,221],"practice,":[25],"it":[26],"is":[27,167],"necessary":[28],"address":[30],"usability":[32,208],"concerns":[33],"related":[34],"generating":[36],"irrelevant":[37],"or":[38,51],"out-of-context":[39],"patches.":[40],"When":[41],"software":[42,88,153],"engineers":[43,143,154,181],"are":[44,54,132],"presented":[45],"with":[46,56,68,146,169],"patches":[47,86],"they":[48,53],"deem":[49],"uninteresting":[50],"unhelpful,":[52],"burdened":[55],"more":[57],"\"noise\"":[58],"their":[60,156],"workflows":[61],"and":[62,83,96,140,212],"become":[63],"less":[64],"likely":[65],"engage":[67],"APR":[69,211,223],"future.":[72],"This":[73,127],"paper":[74,203],"presents":[75],"a":[76,98],"novel":[77],"approach":[78],"optimally":[80],"time,":[81],"target,":[82],"present":[84],"auto-generated":[85],"engineers.":[89],"To":[90],"achieve":[91],"this,":[92],"we":[93],"designed,":[94],"developed,":[95],"deployed":[97],"new":[99],"tool":[100],"dubbed":[101],"B-Assist,":[102],"which":[103],"leverages":[104],"GitHub's":[105],"Suggested":[106],"Changes":[107],"interface":[108],"seamlessly":[110],"integrate":[111],"automated":[112],"suggestions":[113,131,175,185],"into":[114],"active":[115],"pull":[116],"requests":[117],"(PRs),":[118],"as":[119,177,179],"opposed":[120],"creating":[122],"new,":[123],"potentially":[124],"distracting":[125],"PRs.":[126],"strategy":[128],"ensures":[129],"that":[130],"not":[133],"only":[134],"timely,":[135],"but":[136],"also":[137,182],"contextually":[138],"relevant":[139],"delivered":[141],"most":[144],"familiar":[145],"affected":[148],"code.":[149],"Evaluation":[150],"among":[151],"Bloomberg":[152],"demonstrated":[155],"preference":[157],"this":[159,202],"approach.":[160],"From":[161],"our":[162],"user":[163,219],"study,":[164],"B-Assist's":[165],"efficacy":[166],"evident,":[168],"acceptance":[171],"rate":[172],"patch":[174],"being":[176],"high":[178],"74.56%;":[180],"found":[183],"valuable,":[186],"giving":[187],"usefulness":[188],"ratings":[189],"at":[191],"least":[192],"4":[193],"out":[194],"5":[196],"78.2%":[198],"cases.":[200],"Further,":[201],"sheds":[204],"light":[205],"on":[206],"persisting":[207],"challenges":[209],"lays":[213],"groundwork":[215],"enhancing":[217],"experience":[220],"future":[222],"tools.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-10-10T00:00:00"}