{"id":"https://openalex.org/W4388843556","doi":"https://doi.org/10.48550/arxiv.2311.10516","title":"User-Centric Deployment of Automated Program Repair at Bloomberg","display_name":"User-Centric Deployment of Automated Program Repair at Bloomberg","publication_year":2023,"publication_date":"2023-11-17","ids":{"openalex":"https://openalex.org/W4388843556","doi":"https://doi.org/10.48550/arxiv.2311.10516"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.10516","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10516","pdf_url":"https://arxiv.org/pdf/2311.10516","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.10516","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033677559","display_name":"David L. Williams","orcid":"https://orcid.org/0000-0002-4586-9290"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Williams, David","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053277619","display_name":"James P. Callan","orcid":"https://orcid.org/0000-0002-5692-6203"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Callan, James","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082761184","display_name":"Serkan K\u0131rba\u015f","orcid":"https://orcid.org/0000-0002-9918-2822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kirbas, Serkan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011184280","display_name":"Sergey Mechtaev","orcid":"https://orcid.org/0000-0001-6088-4993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mechtaev, Sergey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065281209","display_name":"Justyna Petke","orcid":"https://orcid.org/0000-0002-7833-6044"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Petke, Justyna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093299796","display_name":"Thomas Prideaux-Ghee","orcid":"https://orcid.org/0009-0006-3675-7381"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prideaux-Ghee, Thomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012165852","display_name":"Federica Sarro","orcid":"https://orcid.org/0000-0002-9146-442X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarro, Federica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9957000017166138,"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":0.9957000017166138,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/usability","display_name":"Usability","score":0.7634923458099365},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7505000829696655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.666153073310852},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6194555759429932},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.605038583278656},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.55887770652771},{"id":"https://openalex.org/keywords/codebase","display_name":"Codebase","score":0.5512871146202087},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5314938426017761},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47982358932495117},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3326806426048279}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7634923458099365},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7505000829696655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.666153073310852},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6194555759429932},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.605038583278656},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.55887770652771},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.5512871146202087},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5314938426017761},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47982358932495117},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3326806426048279},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2311.10516","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10516","pdf_url":"https://arxiv.org/pdf/2311.10516","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10187233","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10187233/","pdf_url":"https://discovery.ucl.ac.uk/id/eprint/10187233/1/2311.10516v1.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"In: ICSE SEIP 2024 46th International Conference on Software Engineering, Software Engineering in Practice. ACM (2024) (In press).","raw_type":"Proceedings paper"},{"id":"doi:10.48550/arxiv.2311.10516","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.10516","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.10516","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.10516","pdf_url":"https://arxiv.org/pdf/2311.10516","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1646800841","display_name":null,"funder_award_id":"EP/P023991/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"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"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320286","display_name":"University College London","ror":"https://ror.org/02jx3x895"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388843556.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4210714572","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W236697550","https://openalex.org/W2603924900","https://openalex.org/W4229499248","https://openalex.org/W4389670110","https://openalex.org/W2024584766","https://openalex.org/W1907942343","https://openalex.org/W2558944328"],"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":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
