{"id":"https://openalex.org/W4282827040","doi":"https://doi.org/10.1109/icse-nier55298.2022.9793514","title":"Towards Mining OSS Skills from GitHub Activity","display_name":"Towards Mining OSS Skills from GitHub Activity","publication_year":2022,"publication_date":"2022-05-01","ids":{"openalex":"https://openalex.org/W4282827040","doi":"https://doi.org/10.1109/icse-nier55298.2022.9793514"},"language":"en","primary_location":{"id":"doi:10.1109/icse-nier55298.2022.9793514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse-nier55298.2022.9793514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","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/A5006849693","display_name":"Jenny T. Liang","orcid":"https://orcid.org/0000-0001-6722-9959"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210138199","display_name":"University of Washington Applied Physics Laboratory","ror":"https://ror.org/03d17d270","country_code":"US","type":"facility","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210138199"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenny T. Liang","raw_affiliation_strings":["University of Washington,Seattle,USA,Washington","University of Washington, Seattle, USA, Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington,Seattle,USA,Washington","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I4210138199"]},{"raw_affiliation_string":"University of Washington, Seattle, USA, Washington","institution_ids":["https://openalex.org/I201448701","https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061605447","display_name":"Thomas Zimmermann","orcid":"https://orcid.org/0000-0003-4905-1469"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Zimmermann","raw_affiliation_strings":["Microsoft Research,Redmond,USA,Washington","Microsoft Research, Redmond, USA, Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research,Redmond,USA,Washington","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Redmond, USA, Washington","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002962395","display_name":"Denae Ford","orcid":"https://orcid.org/0000-0003-0654-4335"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Denae Ford","raw_affiliation_strings":["Microsoft Research,Redmond,USA,Washington","Microsoft Research, Redmond, USA, Washington"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research,Redmond,USA,Washington","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Redmond, USA, Washington","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"106","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","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/T10260","display_name":"Software Engineering Research","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/T11675","display_name":"Open Source Software Innovations","score":0.9993000030517578,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9939000010490417,"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":0.658279299736023},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5695865750312805},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.49683430790901184},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49108242988586426},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4671093225479126},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.4662989675998688},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.44706374406814575},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4345327615737915},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36988192796707153},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3211628198623657},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09750428795814514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658279299736023},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5695865750312805},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.49683430790901184},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49108242988586426},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4671093225479126},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.4662989675998688},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44706374406814575},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4345327615737915},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36988192796707153},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3211628198623657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09750428795814514},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icse-nier55298.2022.9793514","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse-nier55298.2022.9793514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W171406816","https://openalex.org/W1592081868","https://openalex.org/W1975782063","https://openalex.org/W1991079201","https://openalex.org/W1997471471","https://openalex.org/W2022075780","https://openalex.org/W2076188829","https://openalex.org/W2168248828","https://openalex.org/W2512328062","https://openalex.org/W2759035511","https://openalex.org/W2762844179","https://openalex.org/W2775237415","https://openalex.org/W2883188794","https://openalex.org/W2921250636","https://openalex.org/W2945843801","https://openalex.org/W2953729744","https://openalex.org/W2982450155","https://openalex.org/W2992113183","https://openalex.org/W3090115945","https://openalex.org/W3093530664","https://openalex.org/W3097665816","https://openalex.org/W3128576265","https://openalex.org/W3137814148","https://openalex.org/W3139177182","https://openalex.org/W3147233559","https://openalex.org/W3148527572","https://openalex.org/W3163000128","https://openalex.org/W3163740924","https://openalex.org/W3211207358","https://openalex.org/W4248164203","https://openalex.org/W6635637351","https://openalex.org/W6763246401","https://openalex.org/W6784269846","https://openalex.org/W6790073921","https://openalex.org/W6791597389"],"related_works":["https://openalex.org/W4376877853","https://openalex.org/W1493891899","https://openalex.org/W4250928611","https://openalex.org/W166480398","https://openalex.org/W1612808768","https://openalex.org/W167327709","https://openalex.org/W1977393088","https://openalex.org/W4387839566","https://openalex.org/W4210922265","https://openalex.org/W2288962794"],"abstract_inverted_index":{"Open":[0,192],"source":[1,193],"software":[2],"(OSS)":[3],"development":[4],"relies":[5,44],"on":[6,45],"diverse":[7],"skill":[8],"sets.":[9],"However,":[10],"to":[11,30,67,103,126,146,157],"our":[12,171],"knowledge,":[13],"there":[14],"are":[15,50,89],"no":[16],"tools":[17],"which":[18,49],"detect":[19,31],"OSSrelated":[20],"skills.":[21,140,183],"In":[22],"this":[23],"paper,":[24],"we":[25,173],"present":[26],"a":[27,38,57,101],"novel":[28],"method":[29],"OSS":[32,71,78,92,105,149,182],"skills":[33,120],"and":[34,87,159,167,180,188],"prototype":[35],"it":[36,114],"in":[37,70,83,178],"tool":[39,60,98],"called":[40],"DisKo.":[41],"Our":[42,59,141],"approach":[43,142],"identifying":[46,153],"relevant":[47],"signals,":[48],"measurable":[51],"activities":[52],"or":[53],"cues":[54],"associated":[55],"with":[56,91,121],"skill.":[58],"detects":[61,115],"how":[62],"contributors":[63],"1)":[64],"teach":[65],"others":[66],"be":[68,144],"involved":[69],"projects,":[72],"2)":[73],"show":[74],"commitment":[75],"towards":[76],"an":[77],"project,":[79],"3)":[80],"have":[81],"knowledge":[82],"specific":[84],"programming":[85],"languages,":[86],"4)":[88],"familiar":[90],"practices.":[93],"We":[94,107,128],"then":[95],"evaluate":[96],"the":[97,116,164],"by":[99],"administering":[100],"survey":[102],"455":[104],"contributors.":[106],"demonstrate":[108],"that":[109,131],"DisKo":[110],"yields":[111],"promising":[112],"results:":[113],"presence":[117],"of":[118,134,170],"these":[119],"precision":[122],"scores":[123],"between":[124],"77%":[125],"97%.":[127],"also":[129],"find":[130],"over":[132],"54%":[133],"participants":[135],"would":[136],"display":[137],"their":[138],"high-proficiency":[139],"can":[143],"used":[145],"transform":[147],"existing":[148],"experiences,":[150],"such":[151],"as":[152],"collaborators,":[154],"matching":[155],"mentors":[156],"mentees,":[158],"assigning":[160],"project":[161],"roles.":[162],"Given":[163],"positive":[165],"results":[166],"potential":[168],"impact":[169],"approach,":[172],"outline":[174],"future":[175],"research":[176],"opportunities":[177],"interpreting":[179],"sharing":[181],"CCS":[184],"CONCEPTS":[185],"\u2022":[186],"Software":[187],"its":[189],"engineering":[190],"\u2192":[191],"model.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
