{"id":"https://openalex.org/W2740994861","doi":"https://doi.org/10.18653/v1/w17-2901","title":"Language-independent Gender Prediction on Twitter","display_name":"Language-independent Gender Prediction on Twitter","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2740994861","doi":"https://doi.org/10.18653/v1/w17-2901","mag":"2740994861"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w17-2901","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2901","pdf_url":"https://www.aclweb.org/anthology/W17-2901.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on NLP and Computational Social Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W17-2901.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021557805","display_name":"Nikola Ljube\u0161i\u0107","orcid":"https://orcid.org/0000-0001-7169-9152"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Nikola Ljube\u0161i\u0107","raw_affiliation_strings":["Dept. of Knowledge Technologies Jo\u017eef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Dept. of Knowledge Technologies Jo\u017eef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081152655","display_name":"Darja Fi\u0161er","orcid":"https://orcid.org/0000-0002-9956-1689"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Darja Fi\u0161er","raw_affiliation_strings":["Faculty of Arts University of Ljubljana A\u0161ker\u010deva cesta 2 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Arts University of Ljubljana A\u0161ker\u010deva cesta 2 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011635545","display_name":"Toma\u017e Erjavec","orcid":"https://orcid.org/0000-0002-1560-4099"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Toma\u017e Erjavec","raw_affiliation_strings":["Dept. of Knowledge Technologies Joef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia","Dept. of Knowledge Technologies Jo\u017eef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Dept. of Knowledge Technologies Joef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Dept. of Knowledge Technologies Jo\u017eef Stefan Institute Jamova cesta 39 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021557805"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":null,"apc_paid":null,"fwci":1.2447,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85113535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998999834060669,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9998999834060669,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9962000250816345,"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/T12970","display_name":"Names, Identity, and Discrimination Research","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.6590690016746521},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5114135146141052},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4632403254508972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4555432200431824},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23828750848770142}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590690016746521},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5114135146141052},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4632403254508972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4555432200431824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23828750848770142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w17-2901","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2901","pdf_url":"https://www.aclweb.org/anthology/W17-2901.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on NLP and Computational Social Science","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w17-2901","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w17-2901","pdf_url":"https://www.aclweb.org/anthology/W17-2901.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second Workshop on NLP and Computational Social Science","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G362303886","display_name":null,"funder_award_id":"J7-8280","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2740994861.pdf","grobid_xml":"https://content.openalex.org/works/W2740994861.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W9292421","https://openalex.org/W1608568722","https://openalex.org/W2025153046","https://openalex.org/W2025403586","https://openalex.org/W2043500582","https://openalex.org/W2110302976","https://openalex.org/W2119595472","https://openalex.org/W2250238316","https://openalex.org/W2252241921","https://openalex.org/W2572403455","https://openalex.org/W2575864632","https://openalex.org/W2740983644","https://openalex.org/W3098567718","https://openalex.org/W4393675269"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,97],"present":[4],"a":[5,99],"set":[6],"of":[7,15,30,102],"experiments":[8,36],"and":[9,72,110],"analyses":[10],"on":[11,19,37,61,74],"predicting":[12],"the":[13,25,28,38,57,67,75,81,107],"gender":[14,43],"Twitter":[16],"users":[17,46],"based":[18,60],"languageindependent":[20],"features":[21,63,116],"extracted":[22],"either":[23],"from":[24],"text":[26],"or":[27],"metadata":[29],"users'":[31],"tweets.":[32],"We":[33],"perform":[34,98],"our":[35,115],"TwiSty":[39],"dataset":[40],"containing":[41],"manual":[42],"annotations":[44],"for":[45],"speaking":[47],"six":[48,108],"different":[49,87],"languages.":[50,95],"Our":[51],"classification":[52],"results":[53,92],"show":[54,111],"that,":[55],"while":[56],"prediction":[58],"model":[59,69,83],"language-independent":[62],"performs":[64],"worse":[65],"than":[66],"bag-of-words":[68,82],"when":[70,84],"training":[71],"testing":[73],"same":[76],"language,":[77],"it":[78],"regularly":[79],"outperforms":[80],"applied":[85],"to":[86,118],"languages,":[88],"showing":[89],"very":[90],"stable":[91],"across":[93,106],"various":[94],"Finally":[96],"comparative":[100],"analysis":[101],"feature":[103],"effect":[104],"sizes":[105],"languages":[109],"that":[112],"differences":[113],"in":[114],"correspond":[117],"cultural":[119],"distances.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
