{"id":"https://openalex.org/W4367663110","doi":"https://doi.org/10.1109/tcss.2023.3267766","title":"Reconstructive Classification for Age and Gender Identification in Social Networks","display_name":"Reconstructive Classification for Age and Gender Identification in Social Networks","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367663110","doi":"https://doi.org/10.1109/tcss.2023.3267766"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2023.3267766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3267766","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social 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/A5046679722","display_name":"Juan Carlos G\u00f3mez","orcid":"https://orcid.org/0000-0002-0862-7612"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Carlos Gomez","raw_affiliation_strings":["Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México"],"raw_orcid":"https://orcid.org/0000-0002-0862-7612","affiliations":[{"raw_affiliation_string":"Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052751398","display_name":"Jorge Letechipia Moreno","orcid":"https://orcid.org/0009-0001-4577-3010"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge Moreno","raw_affiliation_strings":["Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México"],"raw_orcid":"https://orcid.org/0009-0001-4577-3010","affiliations":[{"raw_affiliation_string":"Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048124531","display_name":"Mario-Alberto Ibarra-Manzano","orcid":"https://orcid.org/0000-0003-4317-0248"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mario-Alberto Ibarra-Manzano","raw_affiliation_strings":["Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México"],"raw_orcid":"https://orcid.org/0000-0003-4317-0248","affiliations":[{"raw_affiliation_string":"Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032681322","display_name":"Dora-Luz Almanza-Ojeda","orcid":"https://orcid.org/0000-0002-3373-0929"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Dora-Luz Almanza-Ojeda","raw_affiliation_strings":["Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México"],"raw_orcid":"https://orcid.org/0000-0002-3373-0929","affiliations":[{"raw_affiliation_string":"Departamento de Ingeniería Electrónica, DICIS, Universidad de Guanajuato, Salamanca, Guanajuato, México","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3053,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8377824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"2291","last_page":"2301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9581000208854675,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/identification","display_name":"Identification (biology)","score":0.7088024616241455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4442563056945801},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3454441726207733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3405397832393646},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12242713570594788}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7088024616241455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4442563056945801},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3454441726207733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3405397832393646},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12242713570594788},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2023.3267766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3267766","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.46000000834465027,"display_name":"Gender equality"},{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1924770834","https://openalex.org/W1930624869","https://openalex.org/W2005422315","https://openalex.org/W2010836425","https://openalex.org/W2063205814","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2092652577","https://openalex.org/W2117756735","https://openalex.org/W2118585731","https://openalex.org/W2166434810","https://openalex.org/W2295786755","https://openalex.org/W2299277274","https://openalex.org/W2474414057","https://openalex.org/W2575864632","https://openalex.org/W2580038684","https://openalex.org/W2606066802","https://openalex.org/W2619062098","https://openalex.org/W2730104637","https://openalex.org/W2752530998","https://openalex.org/W2807032982","https://openalex.org/W2809468846","https://openalex.org/W2896457183","https://openalex.org/W2929910193","https://openalex.org/W2934494079","https://openalex.org/W2944567664","https://openalex.org/W2966657483","https://openalex.org/W3096772603","https://openalex.org/W3126191299","https://openalex.org/W4213009331","https://openalex.org/W4226428017","https://openalex.org/W4239510810","https://openalex.org/W4294170691","https://openalex.org/W6632865047","https://openalex.org/W6640212811","https://openalex.org/W6676670208","https://openalex.org/W6677656871","https://openalex.org/W6680863764","https://openalex.org/W6711970547","https://openalex.org/W6754159003","https://openalex.org/W6755207826","https://openalex.org/W6766916775"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Author":[0],"profiling":[1],"is":[2,78],"a":[3,10,25,63,69,100,121,140],"challenging":[4],"task":[5],"that":[6,190],"consists":[7],"of":[8,43,85,111,142,166,203],"identifying":[9,198],"person\u2019s":[11],"relevant":[12,182],"attributes":[13],"based":[14,28,46,79,170],"on":[15,29,47,80,171,176],"the":[16,30,48,54,73,82,103,109,164,185,191,199],"content":[17,50],"he/she":[18],"generates.":[19],"In":[20],"this":[21],"article,":[22],"we":[23,56,118,154],"validate":[24],"classification":[26,32],"method":[27,77,138],"reconstructive":[31,83],"to":[33,93,98,107,123,130,159],"identify":[34,131],"two":[35],"demographic":[36,133],"attributes,":[37],"age":[38,66,115,200],"and":[39,59,90,125,150,153,175,179,201],"gender,":[40],"for":[41],"users":[42,204],"social":[44,206],"networks":[45],"text":[49],"they":[51],"publish.":[52],"For":[53],"problem,":[55],"consider":[57],"balanced":[58],"unbalanced":[60],"data,":[61,97],"where":[62],"gender":[64,113,202],"or":[65,114],"group":[67],"has":[68],"larger":[70],"presence":[71],"than":[72],"others.":[74],"The":[75,187],"proposed":[76,192],"using":[81],"property":[84],"singular":[86],"value":[87],"decomposition":[88],"(SVD),":[89],"its":[91],"suitability":[92],"work":[94],"with":[95,102,139,163,180],"sparse":[96],"find":[99],"matrix":[101,122],"main":[104],"latent":[105],"components":[106],"represent":[108],"information":[110,129],"specific":[112],"classes.":[116],"Afterward,":[117],"use":[119,155],"such":[120],"project":[124],"reconstruct":[126],"new":[127],"users\u2019":[128],"their":[132,161],"variables.":[134],"We":[135],"test":[136],"our":[137],"set":[141],"datasets":[143],"in":[144,184,197,205],"several":[145,167],"languages":[146],"collected":[147],"from":[148],"Twitter":[149],"Pinterest":[151],"users,":[152],"different":[156],"evaluation":[157],"metrics":[158],"compare":[160],"performance":[162],"ones":[165],"popular":[168],"classifiers":[169],"traditional":[172],"machine":[173],"learning,":[174,178],"deep":[177],"some":[181],"works":[183],"literature.":[186],"results":[188],"show":[189],"classifier":[193],"performs":[194],"generally":[195],"well":[196],"networks.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}