{"id":"https://openalex.org/W4411449861","doi":"https://doi.org/10.1145/3715767","title":"Revolutionizing Newcomers\u2019 Onboarding Process in OSS Communities: The Future AI Mentor","display_name":"Revolutionizing Newcomers\u2019 Onboarding Process in OSS Communities: The Future AI Mentor","publication_year":2025,"publication_date":"2025-06-19","ids":{"openalex":"https://openalex.org/W4411449861","doi":"https://doi.org/10.1145/3715767"},"language":"en","primary_location":{"id":"doi:10.1145/3715767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715767","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3715767","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055158271","display_name":"Xin Tan","orcid":"https://orcid.org/0000-0003-1099-3336"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Tan","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1099-3336","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112841985","display_name":"Xiao Long","orcid":"https://orcid.org/0009-0005-0809-7470"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Long","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-0809-7470","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068253534","display_name":"Yinghao Zhu","orcid":"https://orcid.org/0000-0002-2640-6477"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghao Zhu","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2640-6477","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014381743","display_name":"Lin Shi","orcid":"https://orcid.org/0000-0003-1476-7213"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Shi","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-7213","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111296074","display_name":"Xiaoli Lian","orcid":"https://orcid.org/0000-0002-6100-7068"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Lian","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6100-7068","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114585361","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0002-2258-5893"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2258-5893","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":5.3771,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.95652174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"2","issue":"FSE","first_page":"1091","last_page":"1113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9998000264167786,"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/T10260","display_name":"Software Engineering Research","score":0.9983999729156494,"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":0.9976000189781189,"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/onboarding","display_name":"Onboarding","score":0.9800299406051636},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5694407224655151},{"id":"https://openalex.org/keywords/mentorship","display_name":"Mentorship","score":0.5691198706626892},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4874153435230255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39866021275520325},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.344197154045105},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33059296011924744},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3201488256454468},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1998041272163391},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.1751614809036255},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11049309372901917}],"concepts":[{"id":"https://openalex.org/C2779185108","wikidata":"https://www.wikidata.org/wiki/Q7091744","display_name":"Onboarding","level":2,"score":0.9800299406051636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5694407224655151},{"id":"https://openalex.org/C2776535583","wikidata":"https://www.wikidata.org/wiki/Q967647","display_name":"Mentorship","level":2,"score":0.5691198706626892},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4874153435230255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39866021275520325},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.344197154045105},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33059296011924744},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3201488256454468},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1998041272163391},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.1751614809036255},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11049309372901917},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3715767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715767","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2505.04277","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.04277","pdf_url":"https://arxiv.org/pdf/2505.04277","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3715767","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715767","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3456977075","display_name":null,"funder_award_id":"62332001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5717671410","display_name":null,"funder_award_id":"62272445","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8994987662","display_name":null,"funder_award_id":"62202022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W561751346","https://openalex.org/W1515587369","https://openalex.org/W1564623840","https://openalex.org/W1791587663","https://openalex.org/W1924343813","https://openalex.org/W1974342430","https://openalex.org/W2006624349","https://openalex.org/W2058306311","https://openalex.org/W2082539579","https://openalex.org/W2087411274","https://openalex.org/W2088538155","https://openalex.org/W2101446126","https://openalex.org/W2106676191","https://openalex.org/W2122676969","https://openalex.org/W2136421959","https://openalex.org/W2139888022","https://openalex.org/W2140739497","https://openalex.org/W2141484276","https://openalex.org/W2141830387","https://openalex.org/W2161171842","https://openalex.org/W2162517626","https://openalex.org/W2165024783","https://openalex.org/W2166838101","https://openalex.org/W2232320307","https://openalex.org/W2346518083","https://openalex.org/W2368671040","https://openalex.org/W2546619533","https://openalex.org/W2548363901","https://openalex.org/W2619400223","https://openalex.org/W2754764588","https://openalex.org/W2754799758","https://openalex.org/W2755773714","https://openalex.org/W2783990487","https://openalex.org/W2796152490","https://openalex.org/W2799470787","https://openalex.org/W2808155935","https://openalex.org/W2922247195","https://openalex.org/W2923833659","https://openalex.org/W2942156436","https://openalex.org/W2945843801","https://openalex.org/W2946233817","https://openalex.org/W2951076951","https://openalex.org/W2955444095","https://openalex.org/W2962992787","https://openalex.org/W2986218565","https://openalex.org/W2988648088","https://openalex.org/W2992895209","https://openalex.org/W3014875928","https://openalex.org/W3088041916","https://openalex.org/W3093959336","https://openalex.org/W3097007871","https://openalex.org/W3100550131","https://openalex.org/W3129110394","https://openalex.org/W3147233559","https://openalex.org/W3159304031","https://openalex.org/W3174885139","https://openalex.org/W3202240666","https://openalex.org/W4221121086","https://openalex.org/W4252547384","https://openalex.org/W4284697050","https://openalex.org/W4300987477","https://openalex.org/W4318159335","https://openalex.org/W4319302679","https://openalex.org/W4321013654","https://openalex.org/W4381104161","https://openalex.org/W4384159188","https://openalex.org/W4384345668","https://openalex.org/W4389162353","https://openalex.org/W4393248299","https://openalex.org/W4393278146","https://openalex.org/W4396833254","https://openalex.org/W4399114781","https://openalex.org/W4400337928"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3133615992","https://openalex.org/W3008854194","https://openalex.org/W3161889546","https://openalex.org/W3113058030","https://openalex.org/W3067217073","https://openalex.org/W3037615466","https://openalex.org/W2766067679","https://openalex.org/W4297808784","https://openalex.org/W4383749540"],"abstract_inverted_index":{"Onboarding":[0],"newcomers":[1,224],"is":[2,217],"vital":[3],"for":[4,26,56,107,210,251],"the":[5,60,70,157,162,174,178,188,204,239,243],"sustainability":[6],"of":[7,42,63,80,150,206],"open-source":[8],"software":[9,45],"(OSS)":[10],"projects.":[11],"To":[12,76],"lower":[13],"barriers":[14],"and":[15,102,137,139,165,194,247,253,259],"increase":[16],"engagement,":[17],"OSS":[18,94,118],"projects":[19,132],"have":[20,47],"dedicated":[21],"experts":[22],"who":[23],"provide":[24],"guidance":[25],"newcomers.":[27,95],"However,":[28,59],"timely":[29],"responses":[30],"are":[31,181],"often":[32],"hindered":[33],"by":[34,143],"experts'":[35],"busy":[36],"schedules.":[37],"The":[38],"recent":[39],"rapid":[40],"advancements":[41],"AI":[43,52,64,109,113,227,261],"in":[44,173,184,220],"engineering":[46],"brought":[48],"opportunities":[49],"to":[50,127,170,186,241,257],"leverage":[51],"as":[53,65,88,130,231],"a":[54,66,89,151,168,199],"substitute":[55],"expert":[57],"mentoring.":[58],"potential":[61,240],"role":[62],"comprehensive":[67,200],"mentor":[68,114,228,262],"throughout":[69],"entire":[71],"onboarding":[72,100],"process":[73],"remains":[74],"unexplored.":[75],"identify":[77,187],"design":[78,105,179,192],"strategies":[79,106,180,193],"this":[81,211],"\"AI":[82],"mentor\",":[83],"we":[84,197],"applied":[85],"Design":[86],"Fiction":[87],"participatory":[90],"method":[91],"with":[92],"19":[93],"We":[96,145,213],"investigated":[97],"their":[98],"current":[99,195,244],"experience":[101],"elicited":[103],"32":[104],"future":[108],"mentor.":[110],"Participants":[111],"envisioned":[112,158],"being":[115],"integrated":[116],"into":[117],"platforms":[119],"like":[120],"GitHub,":[121],"where":[122,223],"it":[123,172],"could":[124],"offer":[125],"assistance":[126],"newcomers,":[128],"such":[129,230],"\"recommending":[131],"based":[133],"on":[134],"personalized":[135],"requirements\"":[136],"\"assessing":[138],"categorizing":[140],"project":[141],"issues":[142],"difficulty\".":[144],"also":[146],"collected":[147],"participants'":[148],"perceptions":[149],"prototype,":[152],"named":[153],"\"OSSerCopilot\",":[154],"that":[155,215],"implemented":[156],"strategies.":[159],"They":[160],"found":[161],"interface":[163],"useful":[164],"user-friendly,":[166],"showing":[167],"willingness":[169],"use":[171],"future,":[175],"which":[176],"suggests":[177],"effective.":[182],"Finally,":[183],"order":[185],"gaps":[189],"between":[190],"our":[191],"research,":[196],"conducted":[198],"literature":[201],"review,":[202],"evaluating":[203],"extent":[205],"existing":[207],"research":[208,216],"support":[209],"concept.":[212],"find":[214],"relatively":[218],"scarce":[219],"certain":[221],"areas":[222],"highly":[225],"anticipate":[226],"assistance,":[229],"\"discovering":[232],"an":[233],"interested":[234],"project\".":[235],"Our":[236],"study":[237],"has":[238],"revolutionize":[242],"newcomer-expert":[245],"mentorship":[246],"provides":[248],"valuable":[249],"insights":[250],"researchers":[252],"tool":[254],"designers":[255],"aiming":[256],"develop":[258],"enhance":[260],"systems.":[263]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}