{"id":"https://openalex.org/W4413681415","doi":"https://doi.org/10.1007/s11192-025-05384-1","title":"Improving fair name-based prediction of gender in scientific communities","display_name":"Improving fair name-based prediction of gender in scientific communities","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413681415","doi":"https://doi.org/10.1007/s11192-025-05384-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-025-05384-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-025-05384-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-025-05384-1.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11192-025-05384-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116486397","display_name":"Maria Guariglia Migliore","orcid":null},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]},{"id":"https://openalex.org/I2801039369","display_name":"Marconi University","ror":"https://ror.org/00j0rk173","country_code":"IT","type":"education","lineage":["https://openalex.org/I2801039369"]},{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Guariglia Migliore","raw_affiliation_strings":["Department of Engineering Science, Guglielmo Marconi University, Via Plinio 44, 00198, Rome, Italy","Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy","Sapienza University of Rome, Department of Mechanical and Aerospace Engineering, Via Eudossiana, 18, 00184, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Science, Guglielmo Marconi University, Via Plinio 44, 00198, Rome, Italy","institution_ids":["https://openalex.org/I2801039369"]},{"raw_affiliation_string":"Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy","institution_ids":["https://openalex.org/I110120368"]},{"raw_affiliation_string":"Sapienza University of Rome, Department of Mechanical and Aerospace Engineering, Via Eudossiana, 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070034096","display_name":"Gregorio D\u2019Agostino","orcid":"https://orcid.org/0000-0003-3657-5335"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gregorio D\u2019Agostino","raw_affiliation_strings":["Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070065581","display_name":"Tatiana Patriarca","orcid":null},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tatiana Patriarca","raw_affiliation_strings":["Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy","institution_ids":["https://openalex.org/I110120368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005737952","display_name":"Antonio De Nicola","orcid":"https://orcid.org/0000-0002-1045-0510"},"institutions":[{"id":"https://openalex.org/I110120368","display_name":"National Agency for New Technologies, Energy and Sustainable Economic Development","ror":"https://ror.org/02an8es95","country_code":"IT","type":"government","lineage":["https://openalex.org/I110120368"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio De Nicola","raw_affiliation_strings":["Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1045-0510","affiliations":[{"raw_affiliation_string":"Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Casaccia Research Centre, Via Anguillarese 301, 00123, Rome, Italy","institution_ids":["https://openalex.org/I110120368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005737952"],"corresponding_institution_ids":["https://openalex.org/I110120368"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1707093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"130","issue":"9","first_page":"4849","last_page":"4877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9514999985694885,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9514999985694885,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9362999796867371,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9308000206947327,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4063171148300171},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3815116286277771},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3359573781490326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4063171148300171},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3815116286277771},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3359573781490326}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11192-025-05384-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-025-05384-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-025-05384-1.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1753932","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1753932","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11192-025-05384-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11192-025-05384-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11192-025-05384-1.pdf","source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2085843021","display_name":null,"funder_award_id":"101094326","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G7123256862","display_name":"Transforming Gendered Interrelations of Power and Inequalities for Just Energy Systems","funder_award_id":"101094326","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413681415.pdf","grobid_xml":"https://content.openalex.org/works/W4413681415.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W632986127","https://openalex.org/W2030190895","https://openalex.org/W2049213211","https://openalex.org/W2050990045","https://openalex.org/W2084413241","https://openalex.org/W2461808557","https://openalex.org/W2567282614","https://openalex.org/W2614648899","https://openalex.org/W2761069644","https://openalex.org/W2883284975","https://openalex.org/W2940730177","https://openalex.org/W2961388998","https://openalex.org/W3006753318","https://openalex.org/W3134094378","https://openalex.org/W3134786756","https://openalex.org/W3141959614","https://openalex.org/W3204450045","https://openalex.org/W3205752260","https://openalex.org/W4252095012","https://openalex.org/W4300870773","https://openalex.org/W4311555123","https://openalex.org/W4380302072","https://openalex.org/W4395046428","https://openalex.org/W4398653507","https://openalex.org/W4400339496","https://openalex.org/W4402669759","https://openalex.org/W6921224419"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"The":[1,155,215],"role":[2],"of":[3,42,52,65,90,159,180,194,210,234],"women":[4],"in":[5,12,21,68,192],"modern":[6],"society":[7],"is":[8,24,46,78],"a":[9,39,49,56,116,142,239],"central":[10],"problem":[11,64],"several":[13],"developed":[14],"countries.":[15],"Despite":[16],"encouraging":[17],"policies,":[18],"women\u2019s":[19],"participation":[20],"STEM":[22],"fields":[23],"significantly":[25],"lower":[26],"than":[27],"men\u2019s":[28],"one.":[29],"In":[30,137],"order":[31],"to":[32,59,146],"develop":[33],"solutions":[34],"for":[35,82,93,101,110,130],"mitigating":[36],"this":[37,138],"disparity,":[38],"deeper":[40],"understanding":[41],"the":[43,53,63,88,108,127,160,189,232],"underlying":[44],"causes":[45],"crucial":[47],"and":[48,85,133,168,205,241],"proper":[50],"quantification":[51],"phenomenon":[54],"represents":[55],"first":[57],"step":[58],"any":[60],"analysis.":[61],"While":[62],"gender":[66,95,123,143,150,206,221],"gap":[67],"scientific":[69],"communities":[70],"was":[71],"long":[72],"debated,":[73],"information":[74,162],"on":[75,98],"authors\u2019":[76,149],"genders":[77],"often":[79],"unavailable":[80],"(see,":[81],"instance,":[83],"ResearchGate":[84],"Scopus).":[86],"Additionally,":[87],"lack":[89],"open-source":[91],"software":[92,120,145,190],"automated":[94],"prediction":[96,222],"based":[97],"names":[99,135],"calls":[100],"time":[102],"costly":[103],"human":[104],"efforts.":[105],"It":[106],"arises":[107],"need":[109],"novel":[111],"effective":[112],"algorithms.":[113],"Moreover,":[114],"as":[115],"further":[117],"challenge,":[118],"desired":[119],"should":[121],"guarantee":[122],"fairness":[124,207],"by":[125,176,208,223],"providing":[126,183],"same":[128],"performance":[129,233],"both":[131],"male":[132],"female":[134],"recognition.":[136],"paper,":[139],"we":[140,187],"propose":[141],"fair":[144],"automatically":[147],"predict":[148],"from":[151],"their":[152],"given":[153],"names.":[154],"code":[156],"leverages":[157],"most":[158],"existing":[161],"sources,":[163],"i.e.,":[164],"Scopus,":[165],"Semantic":[166],"Scholar,":[167],"Harvard":[169],"dataset.":[170],"We":[171],"performed":[172],"an":[173],"experimental":[174],"application":[175],"analysing":[177],"two":[178,211],"datasets":[179],"publications,":[181],"thus":[182],"interesting":[184],"insights.":[185],"Finally,":[186],"evaluated":[188],"performances":[191],"terms":[193],"accuracy,":[195],"precision,":[196],"recall,":[197],"$$\\text":[198],"{F1-score}$$":[199],"<mml:math":[200],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">":[201],"<mml:mtext>F1-score</mml:mtext>":[202],"</mml:math>":[203],",":[204],"means":[209],"distinct":[212],"case":[213],"studies.":[214],"proposed":[216],"solution":[217],"can":[218],"enable":[219],"fairer":[220],"combining":[224],"open":[225],"data":[226],"with":[227],"carefully":[228],"calibrated":[229],"criteria,":[230],"matching":[231],"commercial":[235],"tools":[236],"while":[237],"offering":[238],"transparent":[240],"accessible":[242],"solution.":[243]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}