{"id":"https://openalex.org/W4225789463","doi":"https://doi.org/10.1145/3528228.3528403","title":"Leveraging predictions from multiple repositories to improve bot detection","display_name":"Leveraging predictions from multiple repositories to improve bot detection","publication_year":2022,"publication_date":"2022-05-09","ids":{"openalex":"https://openalex.org/W4225789463","doi":"https://doi.org/10.1145/3528228.3528403"},"language":"en","primary_location":{"id":"doi:10.1145/3528228.3528403","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528228.3528403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Bots in Software Engineering","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2203.16987","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101788876","display_name":"Natarajan Chidambaram","orcid":"https://orcid.org/0000-0002-2295-8928"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Natarajan Chidambaram","raw_affiliation_strings":["University of Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038395521","display_name":"Alexandre Decan","orcid":"https://orcid.org/0000-0002-5824-5823"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Alexandre Decan","raw_affiliation_strings":["University of Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023380234","display_name":"Mehdi Golzadeh","orcid":"https://orcid.org/0000-0003-1041-439X"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mehdi Golzadeh","raw_affiliation_strings":["University of Mons, Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Mons, Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101788876"],"corresponding_institution_ids":["https://openalex.org/I130929987"],"apc_list":null,"apc_paid":null,"fwci":1.2752,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8357129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9975000023841858,"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":0.9975000023841858,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12478","display_name":"Wikis in Education and Collaboration","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7813998460769653},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5293724536895752},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5231063365936279},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4878842830657959},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32132089138031006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813998460769653},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5293724536895752},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5231063365936279},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4878842830657959},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32132089138031006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3528228.3528403","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528228.3528403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Workshop on Bots in Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2203.16987","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.16987","pdf_url":"https://arxiv.org/pdf/2203.16987","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/16196","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/16196","pdf_url":"https://orbi.umons.ac.be/bitstream/20.500.12907/16196/1/botse_paper.pdf","source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4th Workshop on Bots in Software Engineering (BotSE), IEEE/ACM ICSEW 2022 (2022); 4th Workshop on Bots in Software Engineering (BotSE), Pittsburgh, United States [US], 09th May 2022","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2203.16987","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.16987","pdf_url":"https://arxiv.org/pdf/2203.16987","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1329855610","display_name":null,"funder_award_id":"project","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"},{"id":"https://openalex.org/G1739660231","display_name":null,"funder_award_id":"O.0157.18F-RG43; T.0017.18","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"},{"id":"https://openalex.org/G4409544000","display_name":null,"funder_award_id":"T.0017.18","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"},{"id":"https://openalex.org/G7697528747","display_name":null,"funder_award_id":"O.0157.18F-RG43","funder_id":"https://openalex.org/F4320321390","funder_display_name":"Fonds De La Recherche Scientifique - FNRS"}],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2124100711","https://openalex.org/W2295687471","https://openalex.org/W2732909020","https://openalex.org/W2781728735","https://openalex.org/W2899117127","https://openalex.org/W3123597688","https://openalex.org/W3135410332","https://openalex.org/W3145306005","https://openalex.org/W3174439307","https://openalex.org/W3189373506","https://openalex.org/W4289276777","https://openalex.org/W6680890686","https://openalex.org/W6728938095","https://openalex.org/W6729291771","https://openalex.org/W6774446862","https://openalex.org/W6848019294"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Contemporary":[0],"social":[1],"coding":[2],"platforms":[3,16],"such":[4],"as":[5],"GitHub":[6],"facilitate":[7],"collaborative":[8],"distributed":[9],"software":[10],"development.":[11],"Developers":[12],"engaged":[13],"in":[14,42,84],"these":[15],"often":[17],"use":[18],"machine":[19],"accounts":[20],"(bots)":[21],"for":[22,45,146],"automating":[23],"effort-intensive":[24],"or":[25,36,106],"repetitive":[26],"activities.":[27],"Determining":[28],"whether":[29,98],"a":[30,34,37,93,104,108,148],"contributor":[31],"corresponds":[32],"to":[33,47,96],"bot":[35,77,105,181],"human":[38,67],"account":[39,100],"is":[40,73,101],"important":[41],"socio-technical":[43],"studies,":[44],"example":[46],"assess":[48],"the":[49,58,76,85,117,126,142,170,173,178],"positive":[50],"and":[51,62,69],"negative":[52],"impact":[53],"of":[54,60,75,119,144,172,180],"using":[55],"bots,":[56],"analyse":[57],"evolution":[59],"bots":[61],"their":[63],"usage,":[64],"identify":[65],"top":[66],"contributors,":[68],"so":[70],"on.":[71],"BoDeGHa":[72,120],"one":[74],"detection":[78,182],"tools":[79],"that":[80,136,154,169],"have":[81],"been":[82],"proposed":[83],"literature.":[86],"It":[87],"relies":[88],"on":[89,115],"comment":[90],"activity":[91],"within":[92],"single":[94],"repository":[95],"predict":[97],"an":[99],"driven":[102],"by":[103,107,124],"human.":[109],"This":[110],"paper":[111],"presents":[112],"preliminary":[113],"results":[114,167],"how":[116],"effectiveness":[118,179],"can":[121,150,158,176],"be":[122,151,159],"improved":[123],"combining":[125],"predictions":[127,157],"obtained":[128],"from":[129],"many":[130,155],"repositories":[131],"at":[132],"once.":[133],"We":[134],"found":[135],"doing":[137],"this":[138,161],"not":[139],"only":[140],"increases":[141],"number":[143],"cases":[145],"which":[147],"prediction":[149],"made,":[152],"but":[153],"diverging":[156],"fixed":[160],"way.":[162],"These":[163],"promising,":[164],"albeit":[165],"preliminary,":[166],"suggest":[168],"\"wisdom":[171],"crowd\"":[174],"principle":[175],"improve":[177],"tools.":[183]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-05-05T00:00:00"}