{"id":"https://openalex.org/W4321504633","doi":"https://doi.org/10.1007/978-3-031-26438-2_17","title":"Author Gender Identification Considering Gender Bias","display_name":"Author Gender Identification Considering Gender Bias","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321504633","doi":"https://doi.org/10.1007/978-3-031-26438-2_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-26438-2_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-26438-2_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-26438-2_17.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-26438-2_17.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030078113","display_name":"Manuela Nayantara Jeyaraj","orcid":"https://orcid.org/0000-0001-7658-7264"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Manuela Nayantara Jeyaraj","raw_affiliation_strings":["Technological University Dublin, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7658-7264","affiliations":[{"raw_affiliation_string":"Technological University Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067047073","display_name":"Sarah Jane Delany","orcid":"https://orcid.org/0000-0002-2062-7439"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sarah Jane Delany","raw_affiliation_strings":["Technological University Dublin, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-2062-7439","affiliations":[{"raw_affiliation_string":"Technological University Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030078113"],"corresponding_institution_ids":["https://openalex.org/I4210144925"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04769924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":1.0,"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":1.0,"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":0.995199978351593,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9873999953269958,"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/vocabulary","display_name":"Vocabulary","score":0.7376135587692261},{"id":"https://openalex.org/keywords/gender-bias","display_name":"Gender bias","score":0.710345447063446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.683171808719635},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6357353925704956},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6141906380653381},{"id":"https://openalex.org/keywords/writing-style","display_name":"Writing style","score":0.5955483913421631},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5820521712303162},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5424436330795288},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4989302158355713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4779384434223175},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32925018668174744},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.28742140531539917},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2794450521469116},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2778262794017792},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.17589816451072693},{"id":"https://openalex.org/keywords/literature","display_name":"Literature","score":0.06291493773460388}],"concepts":[{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.7376135587692261},{"id":"https://openalex.org/C2983427547","wikidata":"https://www.wikidata.org/wiki/Q93200","display_name":"Gender bias","level":2,"score":0.710345447063446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683171808719635},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6357353925704956},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6141906380653381},{"id":"https://openalex.org/C13622073","wikidata":"https://www.wikidata.org/wiki/Q2243831","display_name":"Writing style","level":2,"score":0.5955483913421631},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5820521712303162},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5424436330795288},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4989302158355713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4779384434223175},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32925018668174744},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.28742140531539917},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2794450521469116},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2778262794017792},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17589816451072693},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.06291493773460388},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-26438-2_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-26438-2_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-26438-2_17.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:arrow.tudublin.ie:diraacon-1024","is_oa":true,"landing_page_url":"https://arrow.tudublin.ie/diraacon/25","pdf_url":null,"source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference papers","raw_type":"conferencepaper"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-26438-2_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-26438-2_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-26438-2_17.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G7316039843","display_name":null,"funder_award_id":"18/CRT/6183","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4321504633.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1505524995","https://openalex.org/W1606480292","https://openalex.org/W1608568722","https://openalex.org/W1966290122","https://openalex.org/W2007607666","https://openalex.org/W2009312480","https://openalex.org/W2025403586","https://openalex.org/W2032793012","https://openalex.org/W2039741433","https://openalex.org/W2061039273","https://openalex.org/W2086295536","https://openalex.org/W2135604788","https://openalex.org/W2140910804","https://openalex.org/W2251721613","https://openalex.org/W2295352483","https://openalex.org/W2528810362","https://openalex.org/W2558223934","https://openalex.org/W2606066802","https://openalex.org/W2810436815","https://openalex.org/W2963934714","https://openalex.org/W2972663293","https://openalex.org/W2999635142","https://openalex.org/W3060714964","https://openalex.org/W3161494759","https://openalex.org/W3209966804","https://openalex.org/W4242989640","https://openalex.org/W4243957593","https://openalex.org/W4283157985"],"related_works":["https://openalex.org/W4319265185","https://openalex.org/W2357762156","https://openalex.org/W1990462918","https://openalex.org/W2353426914","https://openalex.org/W2352254211","https://openalex.org/W2910453172","https://openalex.org/W2393938063","https://openalex.org/W2384332983","https://openalex.org/W2374347229","https://openalex.org/W2389992592"],"abstract_inverted_index":{"Abstract":[0],"Writing":[1],"style":[2],"and":[3,15,27,55,74,90,140],"choice":[4],"of":[5,20,35,46,62,116,124,137],"words":[6],"used":[7,79],"in":[8,18,72,80,103,135],"textual":[9,63],"content":[10,64,83],"can":[11,99],"vary":[12],"between":[13],"men":[14],"women":[16],"both":[17,134],"terms":[19,136],"who":[21,28,47],"the":[22,31,44,50,104,113,117,121],"text":[23],"is":[24,29,38,48],"talking":[25],"about":[26],"writing":[30,49,68,77],"text.":[32,51],"The":[33],"focus":[34],"this":[36],"paper":[37],"on":[39,59,84],"author":[40],"gender":[41,45,114,143],"prediction,":[42],"identifying":[43],"We":[52,126],"compare":[53],"closed":[54],"open":[56,129],"vocabulary":[57,130],"approaches":[58,98,119,131],"different":[60,118,122],"types":[61,123],"including":[65],"more":[66,75],"traditional":[67],"styles":[69,78],"such":[70,87],"as":[71,88],"books,":[73],"recent":[76],"user":[81],"generated":[82],"digital":[85],"platforms":[86],"blogs":[89],"social":[91],"media":[92],"messaging.":[93],"As":[94],"supervised":[95],"machine":[96],"learning":[97],"reflect":[100],"human":[101],"biases":[102],"data":[105],"they":[106],"are":[107],"trained":[108],"on,":[109],"we":[110],"also":[111],"consider":[112],"bias":[115],"across":[120],"dataset.":[125],"show":[127],"that":[128],"perform":[132],"better":[133],"prediction":[138],"performance":[139],"with":[141],"less":[142],"bias.":[144]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
