{"id":"https://openalex.org/W4386424123","doi":"https://doi.org/10.1145/3599696.3612900","title":"Sexism in Focus: An Annotated Dataset of YouTube Comments for Gender Bias Research","display_name":"Sexism in Focus: An Annotated Dataset of YouTube Comments for Gender Bias Research","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4386424123","doi":"https://doi.org/10.1145/3599696.3612900"},"language":"en","primary_location":{"id":"doi:10.1145/3599696.3612900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3599696.3612900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd International Workshop on Open Challenges in Online Social Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047162255","display_name":"Thales Bertaglia","orcid":"https://orcid.org/0000-0003-0897-4005"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thales Bertaglia","raw_affiliation_strings":["Maastricht University, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0897-4005","affiliations":[{"raw_affiliation_string":"Maastricht University, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092315958","display_name":"Katarina Bartekova","orcid":"https://orcid.org/0009-0002-1425-6085"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Katarina Bartekova","raw_affiliation_strings":["Maastricht University, Netherlands"],"raw_orcid":"https://orcid.org/0009-0002-1425-6085","affiliations":[{"raw_affiliation_string":"Maastricht University, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092315959","display_name":"Rinske Jongma","orcid":"https://orcid.org/0009-0000-2598-3515"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rinske Jongma","raw_affiliation_strings":["Maastricht University, Netherlands"],"raw_orcid":"https://orcid.org/0009-0000-2598-3515","affiliations":[{"raw_affiliation_string":"Maastricht University, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653397","display_name":"Stephen P. McCarthy","orcid":"https://orcid.org/0009-0006-5680-7307"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stephen Mccarthy","raw_affiliation_strings":["Maastricht University, Netherlands"],"raw_orcid":"https://orcid.org/0009-0006-5680-7307","affiliations":[{"raw_affiliation_string":"Maastricht University, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007419039","display_name":"Adriana Iamnitchi","orcid":"https://orcid.org/0000-0002-2397-8963"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Adriana Iamnitchi","raw_affiliation_strings":["Maastricht University, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2397-8963","affiliations":[{"raw_affiliation_string":"Maastricht University, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I34352273"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T12262","display_name":"Hate Speech and Cyberbullying Detection","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/T11540","display_name":"Gender, Feminism, and Media","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/T10485","display_name":"Bullying, Victimization, and Aggression","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6416776180267334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6170527935028076},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5847306847572327},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.5463800430297852},{"id":"https://openalex.org/keywords/ambivalence","display_name":"Ambivalence","score":0.492002934217453},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4820890724658966},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.48126786947250366},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4313352704048157},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4154362976551056},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3343309164047241},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3016629219055176},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.30073434114456177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27845585346221924},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25013601779937744},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19006472826004028},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12745365500450134},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10636886954307556},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08460459113121033}],"concepts":[{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6416776180267334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170527935028076},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5847306847572327},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.5463800430297852},{"id":"https://openalex.org/C162127614","wikidata":"https://www.wikidata.org/wiki/Q5928045","display_name":"Ambivalence","level":2,"score":0.492002934217453},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4820890724658966},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.48126786947250366},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4313352704048157},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4154362976551056},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3343309164047241},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3016629219055176},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.30073434114456177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27845585346221924},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25013601779937744},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19006472826004028},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12745365500450134},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10636886954307556},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08460459113121033},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3599696.3612900","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3599696.3612900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd International Workshop on Open Challenges in Online Social Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire_cris_publications/ee0e741a-7715-4f53-90d9-51d93d928779","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/ee0e741a-7715-4f53-90d9-51d93d928779","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bertaglia, T, Bartekova, K, Jongma, R, Mccarthy, S & Iamnitchi, A 2023, Sexism in Focus: An Annotated Dataset of YouTube Comments for Gender Bias Research. in OASIS '23: Proceedings of the 3rd International Workshop on Open Challenges in Online Social Networks. pp. 22-28. https://doi.org/10.1145/3599696.3612900","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.7699999809265137,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1631063262","https://openalex.org/W2071397017","https://openalex.org/W2116373790","https://openalex.org/W2119303757","https://openalex.org/W2143897586","https://openalex.org/W2145847722","https://openalex.org/W2473555522","https://openalex.org/W2740471031","https://openalex.org/W2800349175","https://openalex.org/W2803528929","https://openalex.org/W2881787945","https://openalex.org/W2889438178","https://openalex.org/W2963120507","https://openalex.org/W3014936539","https://openalex.org/W3035400430","https://openalex.org/W3041201561","https://openalex.org/W3170644058","https://openalex.org/W3173380736","https://openalex.org/W3185445774","https://openalex.org/W4226249120","https://openalex.org/W4235053314"],"related_works":["https://openalex.org/W1547577011","https://openalex.org/W2159140040","https://openalex.org/W2488150872","https://openalex.org/W174288402","https://openalex.org/W2108711455","https://openalex.org/W102318029","https://openalex.org/W3176379588","https://openalex.org/W4283385723","https://openalex.org/W2557090833","https://openalex.org/W2388320996"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,79,94],"novel":[4],"dataset":[5,37,104],"of":[6,60,82,89,97],"200k":[7],"YouTube":[8],"comments":[9,84,98,116],"from":[10],"468":[11],"videos":[12],"across":[13],"109":[14],"channels":[15],"in":[16,62,129],"four":[17],"content":[18,54,90,109],"categories:":[19],"Entertainment,":[20],"Gaming,":[21],"People":[22],"&":[23,27],"Blogs,":[24],"and":[25,46,56,114,127],"Science":[26],"Technology.":[28],"We":[29,92],"applied":[30],"state-of-the-art":[31],"NLP":[32],"methods":[33],"to":[34,77,86],"augment":[35],"the":[36,73,87,122],"with":[38],"sexism-related":[39],"features":[40,50],"such":[41],"as":[42],"sentiment,":[43],"toxicity,":[44],"offensiveness,":[45],"hate":[47],"speech.":[48],"These":[49],"can":[51],"assist":[52],"manual":[53],"analyses":[55],"enable":[57],"automated":[58],"analysis":[59,105],"sexism":[61],"online":[63,131],"platforms.":[64],"Furthermore,":[65],"we":[66],"develop":[67],"an":[68],"annotation":[69],"framework":[70],"inspired":[71],"by":[72],"Ambivalent":[74],"Sexism":[75],"Theory":[76],"promote":[78],"nuanced":[80],"understanding":[81],"how":[83],"relate":[85],"gender":[88],"creators.":[91],"release":[93],"small":[95],"sample":[96],"annotated":[99],"using":[100],"this":[101],"framework.":[102],"Our":[103],"confirms":[106],"that":[107],"female":[108],"creators":[110],"receive":[111],"more":[112],"sexist":[113],"hateful":[115],"than":[117],"their":[118],"male":[119],"counterparts,":[120],"underscoring":[121],"need":[123],"for":[124],"further":[125],"research":[126],"intervention":[128],"addressing":[130],"sexism.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
