{"id":"https://openalex.org/W2296209590","doi":"https://doi.org/10.18293/seke2015-135","title":"Building a Large-scale Software Programming Taxonomy from Stackoverflow","display_name":"Building a Large-scale Software Programming Taxonomy from Stackoverflow","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W2296209590","doi":"https://doi.org/10.18293/seke2015-135","mag":"2296209590"},"language":"en","primary_location":{"id":"doi:10.18293/seke2015-135","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2015-135","pdf_url":"https://doi.org/10.18293/seke2015-135","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2015-135","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100555302","display_name":"Jiangang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangang Zhu","raw_affiliation_strings":["East China University of Science & Technology","School of Software Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Science & Technology","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Software Shanghai Jiao Tong University","institution_ids":[]}]},{"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/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Beijun Shen","raw_affiliation_strings":["East China University of Science & Technology","School of Software Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Science & Technology","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Software Shanghai Jiao Tong University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047249707","display_name":"Xuyang Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuyang Cai","raw_affiliation_strings":["East China University of Science & Technology","School of Software Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Science & Technology","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Software Shanghai Jiao Tong University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039059501","display_name":"Haofen Wang","orcid":"https://orcid.org/0000-0003-3018-3824"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofen Wang","raw_affiliation_strings":["East China University of Science & Technology","School of Software Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China University of Science & Technology","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"School of Software Shanghai Jiao Tong University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5045672909"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2015","issue":null,"first_page":"391","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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":0.9994999766349792,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9980999827384949,"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/T10028","display_name":"Topic Modeling","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8186280727386475},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.7958174347877502},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5396096706390381},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4605158567428589},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4517289698123932},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.448219895362854},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.40228021144866943},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21916303038597107}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186280727386475},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.7958174347877502},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5396096706390381},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4605158567428589},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4517289698123932},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.448219895362854},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.40228021144866943},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21916303038597107},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2015-135","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2015-135","pdf_url":"https://doi.org/10.18293/seke2015-135","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2015-135","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2015-135","pdf_url":"https://doi.org/10.18293/seke2015-135","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2296209590.pdf","grobid_xml":"https://content.openalex.org/works/W2296209590.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W8089224","https://openalex.org/W87289778","https://openalex.org/W105799613","https://openalex.org/W1496167927","https://openalex.org/W1532323755","https://openalex.org/W1538375368","https://openalex.org/W1880262756","https://openalex.org/W2068430427","https://openalex.org/W2068737686","https://openalex.org/W2075190746","https://openalex.org/W2106525823","https://openalex.org/W2106578604","https://openalex.org/W2122865749","https://openalex.org/W2123838014","https://openalex.org/W2124067180","https://openalex.org/W2138605095","https://openalex.org/W2154331289","https://openalex.org/W2165897980","https://openalex.org/W2167527590","https://openalex.org/W2998768810","https://openalex.org/W4231510805","https://openalex.org/W4300906944"],"related_works":["https://openalex.org/W2365264209","https://openalex.org/W962203960","https://openalex.org/W2026999166","https://openalex.org/W1599954583","https://openalex.org/W1996802783","https://openalex.org/W2509431957","https://openalex.org/W4211007821","https://openalex.org/W2802395037","https://openalex.org/W4389565704","https://openalex.org/W1976216854"],"abstract_inverted_index":{"Taxonomy":[0,172],"is":[1,67,97],"becoming":[2],"indispensable":[3],"to":[4,44,117,135,158,193],"a":[5,86,109,119],"growing":[6],"number":[7,186],"of":[8,32,49,83,99,127,181,187],"applications":[9],"in":[10,51,55,129],"software":[11,15,52,63,105,159],"engineering":[12,53],"such":[13,168],"as":[14,137,140,169],"repository":[16],"mining":[17],"and":[18,37,78,173,190],"defect":[19],"prediction.":[20],"However,":[21],"the":[22,46,60,100,123,165,178,184,194],"existing":[23,72],"related":[24,157],"taxonomies":[25,34,50,156,167],"are":[26,35,40,162],"always":[27],"manually":[28],"constructed.":[29],"The":[30],"sizes":[31],"these":[33],"small":[36],"their":[38],"depths":[39],"limited.":[41],"In":[42],"order":[43],"show":[45,144],"full":[47],"potential":[48],"applications,":[54],"this":[56],"paper,":[57],"we":[58,89],"present":[59],"first":[61],"large-scale":[62],"programming":[64,160],"taxonomy":[65,92,120,176],"which":[66,96,161],"more":[68],"comprehensive":[69],"than":[70,152],"any":[71],"ones.":[73],"It":[74],"contains":[75,183],"38,205":[76],"concepts":[77],"68,098":[79],"subsumption":[80,188],"relations.":[81],"Instead":[82],"learning":[84,111],"from":[85,94,164],"open":[87],"domain,":[88],"focus":[90],"on":[91],"construction":[93],"Stackoverflow":[95],"one":[98],"largest":[101,185],"QA":[102],"websites":[103],"about":[104],"programming.":[106],"We":[107],"propose":[108],"machine":[110],"based":[112],"method":[113,132],"with":[114,155],"novel":[115],"features":[116],"create":[118],"that":[121,145],"captures":[122],"hierarchical":[124],"semantic":[125,196],"structure":[126],"tags":[128],"Stackoverflow.":[130],"This":[131],"executes":[133],"iteratively":[134],"find":[136],"many":[138],"relations":[139],"possible.":[141],"Experimental":[142],"results":[143],"our":[146,175],"approach":[147],"achieves":[148],"much":[149],"better":[150],"accuracy":[151],"baselines.":[153],"Compared":[154],"extracted":[163],"general-purpose":[166],"WikiTaxonomy,":[170],"Yago":[171],"Schema.org,":[174],"has":[177],"widest":[179],"coverage":[180],"concepts,":[182],"relations,":[189],"runs":[191],"up":[192],"deepest":[195],"hierarchy.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
