{"id":"https://openalex.org/W2529564018","doi":"https://doi.org/10.1145/2875913.2875924","title":"GEMiner","display_name":"GEMiner","publication_year":2015,"publication_date":"2015-11-06","ids":{"openalex":"https://openalex.org/W2529564018","doi":"https://doi.org/10.1145/2875913.2875924","mag":"2529564018"},"language":"en","primary_location":{"id":"doi:10.1145/2875913.2875924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2875913.2875924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Asia-Pacific Symposium on Internetware","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":"https://openalex.org/A5078404390","display_name":"Wenkai Mo","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkai Mo","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045672909","display_name":"Beijun Shen","orcid":"https://orcid.org/0000-0001-8370-3956"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beijun Shen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103983931","display_name":"Yuming He","orcid":"https://orcid.org/0000-0002-4256-8476"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuming He","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002503342","display_name":"Hao Zhong","orcid":"https://orcid.org/0000-0002-4302-9183"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhong","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","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/T13274","display_name":"Expert finding and Q&A systems","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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9980999827384949,"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":0.9955000281333923,"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":0.8700821399688721},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.6816446185112},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5310127139091492},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.5139755606651306},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49947690963745117},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45133405923843384},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4389711916446686},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.43389877676963806},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39230433106422424},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3823711574077606},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.36875906586647034},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15273532271385193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8700821399688721},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.6816446185112},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5310127139091492},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.5139755606651306},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49947690963745117},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45133405923843384},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4389711916446686},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43389877676963806},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39230433106422424},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3823711574077606},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.36875906586647034},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15273532271385193},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2875913.2875924","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2875913.2875924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th Asia-Pacific Symposium on Internetware","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W19838944","https://openalex.org/W38467096","https://openalex.org/W170092623","https://openalex.org/W1545244858","https://openalex.org/W1840884391","https://openalex.org/W1854214752","https://openalex.org/W1971937094","https://openalex.org/W1976679870","https://openalex.org/W1987421874","https://openalex.org/W1989298268","https://openalex.org/W1991442303","https://openalex.org/W2000389083","https://openalex.org/W2006624349","https://openalex.org/W2030035054","https://openalex.org/W2048382188","https://openalex.org/W2095414533","https://openalex.org/W2096041903","https://openalex.org/W2099332975","https://openalex.org/W2102956348","https://openalex.org/W2105916773","https://openalex.org/W2107559689","https://openalex.org/W2109469951","https://openalex.org/W2122414758","https://openalex.org/W2128003886","https://openalex.org/W2128891547","https://openalex.org/W2132613313","https://openalex.org/W2166414580","https://openalex.org/W2493532602","https://openalex.org/W3148527572","https://openalex.org/W6639055396"],"related_works":["https://openalex.org/W4367365664","https://openalex.org/W4385326140","https://openalex.org/W4293227618","https://openalex.org/W2136634148","https://openalex.org/W3122851392","https://openalex.org/W3122800671","https://openalex.org/W4250708772","https://openalex.org/W4288862737","https://openalex.org/W1984769753","https://openalex.org/W3081644756"],"abstract_inverted_index":{"Hosting":[0],"over":[1],"10":[2],"million":[3],"repositories,":[4],"GitHub":[5],"becomes":[6],"the":[7,13,38,80,91,94,118,185],"largest":[8],"open":[9],"source":[10],"community":[11],"in":[12,24,72,107,162],"world.":[14],"Besides":[15],"sharing":[16],"code,":[17],"Github":[18],"is":[19,51],"also":[20],"a":[21,52,61,87,111,168],"social":[22,81,98,105],"network,":[23],"which":[25],"developers":[26,121],"can":[27,153],"follow":[28],"others":[29],"or":[30],"keep":[31],"track":[32],"of":[33,40,45,86,93,100,120,139],"their":[34,127,131],"interested":[35],"projects.":[36],"Considering":[37],"multi-roles":[39],"Github,":[41,108],"integrating":[42],"heterogenous":[43,104],"data":[44,170],"each":[46],"developer":[47,88],"to":[48,64,89,102,135],"identify":[49,65,155],"experts":[50,66,156,179],"challenging":[53],"task.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"propose":[59],"GEMiner,":[60],"novel":[62],"approach":[63],"for":[67,157],"some":[68,158],"specific":[69,159],"programming":[70,84,125,133,137,149,160],"languages":[71,150,161],"Github.":[73,163],"Different":[74],"from":[75],"previous":[76],"approaches,":[77],"GEMiner":[78,109,116,152,177],"analyzes":[79,117],"behaviors":[82,85,99,119,138],"and":[83,130,146,172],"determine":[90],"expertise":[92,144],"developer.":[95],"When":[96],"modeling":[97],"developers,":[101],"integrate":[103],"networks":[106],"implements":[110],"Multi-Sources":[112],"PageRank":[113],"algorithm.":[114],"Also,":[115],"when":[122],"they":[123],"are":[124],"(e.g.,":[126],"commit":[128],"activities":[129],"preferred":[132],"languages)":[134],"model":[136],"them.":[140],"Based":[141],"on":[142,167],"our":[143,147,173],"models":[145],"extracted":[148],"data,":[151],"then":[154],"We":[164],"conducted":[165],"experiments":[166],"real":[169],"set,":[171],"results":[174],"show":[175],"that":[176],"identifies":[178],"with":[180],"60%":[181],"accuracy":[182],"higher":[183],"than":[184],"state-of-the-art":[186],"algorithms.":[187]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-10-14T00:00:00"}