{"id":"https://openalex.org/W3186525638","doi":"https://doi.org/10.1631/fitee.2000186","title":"Discovering semantically related technical terms and web resources in Q&A discussions","display_name":"Discovering semantically related technical terms and web resources in Q&A discussions","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3186525638","doi":"https://doi.org/10.1631/fitee.2000186","mag":"3186525638"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.2000186","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2000186","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology & Electronic 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/A5101570881","display_name":"Jia Jun-fang","orcid":"https://orcid.org/0000-0002-3451-8487"},"institutions":[{"id":"https://openalex.org/I5422934","display_name":"Shanxi Datong University","ror":"https://ror.org/03s8xc553","country_code":"CN","type":"education","lineage":["https://openalex.org/I5422934"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfang Jia","raw_affiliation_strings":["School of Computer and Network Engineering, Shanxi Datong University, Datong, 037009, China"],"raw_orcid":"https://orcid.org/0000-0002-3451-8487","affiliations":[{"raw_affiliation_string":"School of Computer and Network Engineering, Shanxi Datong University, Datong, 037009, China","institution_ids":["https://openalex.org/I5422934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058846933","display_name":"Valeriia Tumanian","orcid":"https://orcid.org/0000-0001-6651-191X"},"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":"Valeriia Tumanian","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0001-6651-191X","affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100354142","display_name":"Guoqiang Li","orcid":"https://orcid.org/0000-0001-9005-7112"},"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":"Guoqiang Li","raw_affiliation_strings":["School of Software, Shanghai Jiao Tong University, Shanghai, 200240, China"],"raw_orcid":"https://orcid.org/0000-0001-9005-7112","affiliations":[{"raw_affiliation_string":"School of Software, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100354142"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":0.4206,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70815588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"22","issue":"7","first_page":"969","last_page":"985"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","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/T10260","display_name":"Software Engineering Research","score":0.9926999807357788,"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":0.8145747184753418},{"id":"https://openalex.org/keywords/social-semantic-web","display_name":"Social Semantic Web","score":0.6749223470687866},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.6288713812828064},{"id":"https://openalex.org/keywords/web-resource","display_name":"Web resource","score":0.6017409563064575},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5532512068748474},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5334630012512207},{"id":"https://openalex.org/keywords/data-web","display_name":"Data Web","score":0.5130197405815125},{"id":"https://openalex.org/keywords/web-modeling","display_name":"Web modeling","score":0.502655029296875},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.48410093784332275},{"id":"https://openalex.org/keywords/semantic-web-stack","display_name":"Semantic Web Stack","score":0.4839104115962982},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3280966281890869},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.26685741543769836},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.2609943747520447}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145747184753418},{"id":"https://openalex.org/C534406577","wikidata":"https://www.wikidata.org/wiki/Q7550843","display_name":"Social Semantic Web","level":3,"score":0.6749223470687866},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.6288713812828064},{"id":"https://openalex.org/C65603577","wikidata":"https://www.wikidata.org/wiki/Q3427877","display_name":"Web resource","level":2,"score":0.6017409563064575},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5532512068748474},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5334630012512207},{"id":"https://openalex.org/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.5130197405815125},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.502655029296875},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.48410093784332275},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.4839104115962982},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3280966281890869},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.26685741543769836},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.2609943747520447}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1631/fitee.2000186","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.2000186","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology & Electronic Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1615991656","https://openalex.org/W1880262756","https://openalex.org/W1981795678","https://openalex.org/W1992009922","https://openalex.org/W2014022233","https://openalex.org/W2017593508","https://openalex.org/W2033403400","https://openalex.org/W2045865594","https://openalex.org/W2051204868","https://openalex.org/W2056894403","https://openalex.org/W2061072593","https://openalex.org/W2063384185","https://openalex.org/W2063904635","https://openalex.org/W2093400716","https://openalex.org/W2125031621","https://openalex.org/W2125076245","https://openalex.org/W2127218421","https://openalex.org/W2138204974","https://openalex.org/W2142285783","https://openalex.org/W2142377809","https://openalex.org/W2143196462","https://openalex.org/W2153579005","https://openalex.org/W2156448859","https://openalex.org/W2158899491","https://openalex.org/W2160597896","https://openalex.org/W2166559705","https://openalex.org/W2250189634","https://openalex.org/W2251771443","https://openalex.org/W2251803266","https://openalex.org/W2251874715","https://openalex.org/W2604794021","https://openalex.org/W2615890657","https://openalex.org/W2767782162","https://openalex.org/W2882319491","https://openalex.org/W2884859571","https://openalex.org/W2888017562","https://openalex.org/W2922336629","https://openalex.org/W2964266863","https://openalex.org/W2998574808","https://openalex.org/W3000291891","https://openalex.org/W3020008975","https://openalex.org/W3105265400","https://openalex.org/W3123334973","https://openalex.org/W6629259071","https://openalex.org/W6630769433","https://openalex.org/W6639619044","https://openalex.org/W6683663418"],"related_works":["https://openalex.org/W1561729373","https://openalex.org/W1512524377","https://openalex.org/W2384888906","https://openalex.org/W2355894329","https://openalex.org/W2352490706","https://openalex.org/W1526116433","https://openalex.org/W2570974996","https://openalex.org/W2130320000","https://openalex.org/W2357241418","https://openalex.org/W1794117188"],"abstract_inverted_index":{"A":[0],"sheer":[1],"number":[2,16],"of":[3,57,78,113,132,144,176,197],"techniques":[4],"and":[5,14,27,41,51,59,63,81,95,110,150,157,167,179,182,191,203],"web":[6,28,52,82,96,111,118,180],"resources":[7,29,53,83,97,112],"are":[8],"available":[9],"for":[10,127],"software":[11],"engineering":[12],"practice":[13],"this":[15,45],"continues":[17],"to":[18,33,37,73,98,139,187],"grow.":[19],"Discovering":[20],"semantically":[21],"similar":[22],"or":[23],"related":[24],"technical":[25,49,79,93,108,115,177],"terms":[26,50,80,94,109,178],"offers":[30],"the":[31,75,106,125,129,133,154,164,173,208,213],"opportunity":[32],"design":[34],"appealing":[35],"services":[36],"facilitate":[38],"information":[39,42],"retrieval":[40],"discovery.":[43],"In":[44],"study,":[46],"we":[47,161],"extract":[48],"from":[54],"a":[55,69,85,99,114,121],"community":[56],"question":[58],"answer":[60],"(Q&A)":[61],"discussions":[62],"propose":[64],"an":[65],"approach":[66,91,138],"based":[67,103],"on":[68,105,207],"neural":[70],"language":[71],"model":[72],"learn":[74],"semantic":[76,100,158,174,192],"representations":[77,170,211],"in":[84,120,153,212],"joint":[86],"low-dimensional":[87],"vector":[88,101,169,210],"space.":[89,215],"Our":[90],"maps":[92],"space":[102],"only":[104],"surrounding":[107],"term":[116],"(or":[117],"resource)":[119],"discussion":[122],"thread,":[123],"without":[124],"need":[126],"mining":[128],"text":[130],"content":[131],"discussion.":[134],"We":[135],"apply":[136],"our":[137],"Stack":[140],"Overflow":[141],"data":[142],"dump":[143],"March":[145],"2018.":[146],"Through":[147],"both":[148],"quantitative":[149],"qualitative":[151],"analyses":[152],"clustering,":[155],"search,":[156],"reasoning":[159,193],"tasks,":[160,194],"show":[162],"that":[163],"learnt":[165,209],"technical-term":[166],"web-resource":[168],"can":[171,184],"capture":[172],"relatedness":[175],"resources,":[181],"they":[183],"be":[185],"exploited":[186],"support":[188],"various":[189],"search":[190,202],"by":[195],"means":[196],"simple":[198,204],"K":[199],"-nearest":[200],"neighbor":[201],"algebraic":[205],"operations":[206],"embedding":[214]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}