{"id":"https://openalex.org/W4387587558","doi":"https://doi.org/10.1109/thms.2023.3319290","title":"NLP-Crowdsourcing Hybrid Framework for Inter-Researcher Similarity Detection","display_name":"NLP-Crowdsourcing Hybrid Framework for Inter-Researcher Similarity Detection","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4387587558","doi":"https://doi.org/10.1109/thms.2023.3319290"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2023.3319290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3319290","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","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/A5062877879","display_name":"Ant\u00f3nio Correia","orcid":"https://orcid.org/0000-0002-2736-3835"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Correia","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2736-3835","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083205318","display_name":"Diogo Guimar\u00e3es","orcid":"https://orcid.org/0000-0002-2482-4771"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Diogo Guimar\u00e3es","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2482-4771","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091429134","display_name":"Hugo Paredes","orcid":"https://orcid.org/0000-0002-4274-4783"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo Paredes","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4274-4783","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036843846","display_name":"Benjamim Fonseca","orcid":"https://orcid.org/0000-0002-0850-9755"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Benjamim Fonseca","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-0850-9755","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070923195","display_name":"Dennis Paulino","orcid":"https://orcid.org/0000-0001-8463-6302"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Dennis Paulino","raw_affiliation_strings":["INESC TEC, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8463-6302","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046161099","display_name":"Lu\u00eds Trigo","orcid":"https://orcid.org/0000-0002-3772-7081"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Trigo","raw_affiliation_strings":["INESC TEC, Porto, Portugal","University of Porto, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074059438","display_name":"Pavel Brazdil","orcid":"https://orcid.org/0000-0002-4720-0486"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pavel Brazdil","raw_affiliation_strings":["INESC TEC, Porto, Portugal","University of Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4720-0486","affiliations":[{"raw_affiliation_string":"INESC TEC, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]},{"raw_affiliation_string":"University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070363238","display_name":"Daniel Schneider","orcid":"https://orcid.org/0000-0003-2987-4732"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Schneider","raw_affiliation_strings":["Federal University of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2987-4732","affiliations":[{"raw_affiliation_string":"Federal University of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071347740","display_name":"Andrea Grover","orcid":"https://orcid.org/0000-0003-4082-4138"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Grover","raw_affiliation_strings":["University of Nebraska at Omaha, Omaha, NE, USA"],"raw_orcid":"https://orcid.org/0000-0003-4082-4138","affiliations":[{"raw_affiliation_string":"University of Nebraska at Omaha, Omaha, NE, USA","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082611298","display_name":"Shoaib Jameel","orcid":"https://orcid.org/0000-0001-7534-3313"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shoaib Jameel","raw_affiliation_strings":["University of Southampton, Southampton, U.K"],"raw_orcid":"https://orcid.org/0000-0001-7534-3313","affiliations":[{"raw_affiliation_string":"University of Southampton, Southampton, U.K","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4895,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71468709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"53","issue":"6","first_page":"1017","last_page":"1026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9970999956130981,"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":0.9970999956130981,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.992900013923645,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9908000230789185,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9554771184921265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7689982652664185},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5954107642173767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5118476748466492},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5042730569839478},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3803039491176605},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12568435072898865}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9554771184921265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7689982652664185},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5954107642173767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5118476748466492},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5042730569839478},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3803039491176605},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12568435072898865},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/thms.2023.3319290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3319290","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/156929","is_oa":false,"landing_page_url":"https://hdl.handle.net/10216/156929","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3244141788","display_name":null,"funder_award_id":"50014","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4257089190","display_name":null,"funder_award_id":"SFRH/BD/136211/2018","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4528900011","display_name":"INESC TEC- Institute for Systems and Computer Engineering, Technology and Science","funder_award_id":"UIDB/50014/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W115916694","https://openalex.org/W1597042798","https://openalex.org/W1996878936","https://openalex.org/W1997866278","https://openalex.org/W2003350122","https://openalex.org/W2007508988","https://openalex.org/W2015289818","https://openalex.org/W2054462486","https://openalex.org/W2072720670","https://openalex.org/W2076372024","https://openalex.org/W2097333193","https://openalex.org/W2103225367","https://openalex.org/W2122765389","https://openalex.org/W2124955469","https://openalex.org/W2293250336","https://openalex.org/W2297338375","https://openalex.org/W2317515691","https://openalex.org/W2408246687","https://openalex.org/W2551761982","https://openalex.org/W2728712790","https://openalex.org/W2755378582","https://openalex.org/W2767692092","https://openalex.org/W2769151956","https://openalex.org/W2784269499","https://openalex.org/W2793071066","https://openalex.org/W2805099825","https://openalex.org/W2809279178","https://openalex.org/W2896881735","https://openalex.org/W2898725686","https://openalex.org/W2899476671","https://openalex.org/W2919821184","https://openalex.org/W2952602496","https://openalex.org/W2955853369","https://openalex.org/W2962758802","https://openalex.org/W2969322340","https://openalex.org/W2973030992","https://openalex.org/W2979750067","https://openalex.org/W2980420460","https://openalex.org/W2981908478","https://openalex.org/W2982492177","https://openalex.org/W2989102295","https://openalex.org/W2997272275","https://openalex.org/W2999089077","https://openalex.org/W3007663754","https://openalex.org/W3010264423","https://openalex.org/W3021792233","https://openalex.org/W3023492949","https://openalex.org/W3028212619","https://openalex.org/W3103786884","https://openalex.org/W3130880317","https://openalex.org/W3135835076","https://openalex.org/W3146497429","https://openalex.org/W3169484023","https://openalex.org/W3174460844","https://openalex.org/W3185939771","https://openalex.org/W3205769026","https://openalex.org/W3211309956","https://openalex.org/W3212721454","https://openalex.org/W4211096099","https://openalex.org/W4229612256","https://openalex.org/W4232272402","https://openalex.org/W4252684946","https://openalex.org/W4253553691","https://openalex.org/W4288086169","https://openalex.org/W4293508067","https://openalex.org/W4319786584","https://openalex.org/W4384069115","https://openalex.org/W6674571003","https://openalex.org/W6778477900","https://openalex.org/W6849921291"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W1503094549","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W2337920774","https://openalex.org/W4318823662","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W3207526114","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Visualizing":[0],"and":[1,6,25,46,101,125],"examining":[2],"the":[3,93,181],"intellectual":[4],"landscape":[5],"evolution":[7],"of":[8,51,95,120,137,142,183],"scientific":[9,138],"communities":[10],"to":[11,35,64,131],"support":[12],"collaboration":[13,44],"is":[14,54,76],"crucial":[15],"for":[16,41,57,135,152,168],"multiple":[17],"research":[18,29,43],"purposes.":[19],"In":[20],"some":[21],"cases,":[22],"measuring":[23],"similarities":[24],"matching":[26],"patterns":[27],"between":[28],"publication":[30],"document":[31,123],"sets":[32],"can":[33,91],"help":[34],"identify":[36],"people":[37],"with":[38,67,180],"similar":[39],"interests":[40],"building":[42],"networks":[45],"university\u2013industry":[47],"linkages.":[48],"The":[49],"premise":[50],"this":[52],"work":[53],"assessing":[55],"feasibility":[56],"resolving":[58],"ambiguous":[59],"cases":[60],"in":[61,79],"similarity":[62,133,144,170],"detection":[63,171],"determine":[65],"authorship":[66],"natural":[68],"language":[69],"processing":[70],"(NLP)":[71],"techniques":[72],"so":[73],"that":[74,81,116,160],"crowdsourcing":[75,97],"applied":[77],"only":[78],"instances":[80],"require":[82],"human":[83],"judgment.":[84],"Using":[85],"an":[86,118,161],"NLP-crowdsourcing":[87,163],"convergence":[88],"strategy,":[89],"we":[90],"reduce":[92],"costs":[94],"microtask":[96],"while":[98],"saving":[99],"time":[100],"maintaining":[102],"disambiguation":[103,154],"accuracy":[104],"over":[105],"large":[106],"datasets.":[107],"This":[108],"article":[109],"contributes":[110],"a":[111,149],"next-gen":[112],"crowd-artificial":[113],"intelligence":[114],"framework":[115,165],"used":[117],"ensemble":[119],"term":[121],"frequency-inverse":[122],"frequency":[124],"bidirectional":[126],"encoder":[127],"representation":[128],"from":[129],"transformers":[130],"obtain":[132],"rankings":[134],"pairs":[136],"documents.":[139],"A":[140],"sequence":[141],"content-based":[143],"tasks":[145,172],"was":[146],"created":[147],"using":[148,189],"crowd-powered":[150],"interface":[151],"solving":[153],"problems.":[155],"Our":[156],"experimental":[157],"results":[158],"suggest":[159],"adaptive":[162],"hybrid":[164],"has":[166],"advantages":[167],"inter-researcher":[169],"where":[173],"fully":[174],"automatic":[175],"algorithms":[176],"provide":[177],"unsatisfactory":[178],"results,":[179],"goal":[182],"helping":[184],"researchers":[185],"discover":[186],"potential":[187],"collaborators":[188],"data-driven":[190],"approaches.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}