{"id":"https://openalex.org/W2588323467","doi":"https://doi.org/10.1142/s0218194016400143","title":"Automatically Modeling Developer Programming Ability and Interest Across Software Communities","display_name":"Automatically Modeling Developer Programming Ability and Interest Across Software Communities","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2588323467","doi":"https://doi.org/10.1142/s0218194016400143","mag":"2588323467"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194016400143","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194016400143","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"},"type":"article","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/A5038169312","display_name":"Weizhi Huang","orcid":"https://orcid.org/0000-0002-1090-8528"},"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":true,"raw_author_name":"Weizhi Huang","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","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 Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. 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 Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060773798","display_name":"Yang Yu","orcid":"https://orcid.org/0000-0002-5045-804X"},"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":"Yu Yang","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006260198","display_name":"Ning Li","orcid":"https://orcid.org/0000-0002-2428-0516"},"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":"Ning Li","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Minhang, Shanghai, P. R. China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038169312"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.6635,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81823769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"26","issue":"09n10","first_page":"1493","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9969000220298767,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9969000220298767,"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/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"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9904000163078308,"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":0.7864524722099304},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6628004908561707},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.526705801486969},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5090460181236267},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.49058738350868225},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48645684123039246},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48542484641075134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7864524722099304},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6628004908561707},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.526705801486969},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5090460181236267},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49058738350868225},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48645684123039246},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48542484641075134},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194016400143","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194016400143","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W38467096","https://openalex.org/W2024662696","https://openalex.org/W2088087163","https://openalex.org/W2147956392","https://openalex.org/W2921737895"],"related_works":["https://openalex.org/W2161444195","https://openalex.org/W2589019771","https://openalex.org/W2985540061","https://openalex.org/W2185012154","https://openalex.org/W4287867321","https://openalex.org/W2911183501","https://openalex.org/W2104014222","https://openalex.org/W3006062179","https://openalex.org/W1987706094","https://openalex.org/W1869907491"],"abstract_inverted_index":{"Developer":[0],"profile":[1],"plays":[2],"an":[3],"important":[4],"role":[5],"in":[6,128,136,199],"software":[7,118],"project":[8],"planning,":[9],"developer":[10,57,79],"recommendation,":[11],"personnel":[12],"training,":[13],"and":[14,20,51,67,77,82,96,101,116,125,131,154,161,181,197,203],"other":[15],"tasks.":[16],"Modeling":[17],"the":[18,42,98,123,133,152,185,208],"ability":[19,80,100,160,202],"interest":[21,83,102,146,204],"of":[22,44,56,103,187,210],"developers":[23,104],"is":[24,59,168,195],"its":[25],"key":[26],"issue.":[27],"However,":[28],"most":[29],"existing":[30],"approaches":[31],"require":[32],"manual":[33],"assessment,":[34],"like":[35],"360[Formula:":[36],"see":[37],"text]":[38],"performance":[39],"evaluation.":[40],"With":[41],"emergence":[43],"social":[45,68],"networking":[46],"sites":[47,115],"such":[48],"as":[49,143,145],"StackOverflow":[50,180],"Github,":[52],"a":[53,62,91,163],"vast":[54],"amount":[55],"information":[58,108],"created":[60],"on":[61,172,179],"daily":[63],"basis.":[64],"Such":[65],"personal":[66],"context":[69],"data":[70],"has":[71],"huge":[72],"potential":[73],"to":[74,139,148,183],"support":[75],"automatic":[76],"effective":[78],"evaluation":[81],"mining.":[84],"In":[85,206],"this":[86],"paper,":[87],"we":[88],"propose":[89],"CPDScorer,":[90],"novel":[92],"approach":[93,194,212],"for":[94],"modeling":[95],"scoring":[97],"programming":[99,164,201],"through":[105],"mining":[106],"heterogeneous":[107],"from":[109],"both":[110,151],"community":[111],"question":[112],"answering":[113],"(CQA)":[114],"open-source":[117],"(OSS)":[119],"communities.":[120],"CPDScorer":[121],"analyzes":[122],"questions":[124],"answers":[126],"posted":[127],"CQA":[129],"sites,":[130],"evaluates":[132],"projects":[134],"submitted":[135],"OSS":[137],"communities":[138],"assign":[140],"expertise":[141],"scores":[142,147],"well":[144],"developers,":[149],"considering":[150],"quantitative":[153],"qualitative":[155],"factors.":[156],"When":[157],"profiling":[158],"developer's":[159],"interest,":[162],"term":[165],"extraction":[166],"algorithm":[167],"also":[169],"designed":[170],"based":[171],"set":[173],"covering.":[174],"We":[175],"have":[176],"conducted":[177],"experiments":[178],"Github":[182],"measure":[184],"effectiveness":[186],"CPDScorer.":[188],"The":[189],"results":[190],"show":[191],"that":[192],"our":[193,211],"feasible":[196],"practical":[198],"user":[200],"modeling.":[205],"particular,":[207],"precision":[209],"reaches":[213],"80%.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}