{"id":"https://openalex.org/W3157024423","doi":"https://doi.org/10.1109/taffc.2021.3075638","title":"Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression","display_name":"Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression","publication_year":2021,"publication_date":"2021-04-27","ids":{"openalex":"https://openalex.org/W3157024423","doi":"https://doi.org/10.1109/taffc.2021.3075638","mag":"3157024423"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2021.3075638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2021.3075638","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","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/A5070041829","display_name":"Mario Ezra Arag\u00f3n","orcid":"https://orcid.org/0000-0002-8213-957X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mario Ezra Arag\u00f3n","raw_affiliation_strings":["National Institute of Astrophysics Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8213-957X","affiliations":[{"raw_affiliation_string":"National Institute of Astrophysics Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077557759","display_name":"Adri\u00e1n Pastor L\u00f3pez-Monroy","orcid":"https://orcid.org/0000-0003-1018-4221"},"institutions":[{"id":"https://openalex.org/I124618812","display_name":"Mathematics Research Center","ror":"https://ror.org/02nhmp827","country_code":"MX","type":"facility","lineage":["https://openalex.org/I124618812"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Adrian Pastor L\u00f3pez-Monroy","raw_affiliation_strings":["Mathematics Research Center (CIMAT), Guanajuato, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics Research Center (CIMAT), Guanajuato, Mexico","institution_ids":["https://openalex.org/I124618812"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004701993","display_name":"Luis C. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-1546-9752"},"institutions":[{"id":"https://openalex.org/I142652706","display_name":"Autonomous University of Chihuahua","ror":"https://ror.org/04mrrw205","country_code":"MX","type":"education","lineage":["https://openalex.org/I142652706"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Carlos Gonz\u00e1lez-Gurrola","raw_affiliation_strings":["School of Engineering, Autonomous University of Chihuahua, Chihuahua, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-1546-9752","affiliations":[{"raw_affiliation_string":"School of Engineering, Autonomous University of Chihuahua, Chihuahua, Mexico","institution_ids":["https://openalex.org/I142652706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050780136","display_name":"Manuel Montes-y-G\u00f3mez","orcid":"https://orcid.org/0000-0002-7601-501X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Manuel Montes-y-G\u00f3mez","raw_affiliation_strings":["National Institute of Astrophysics Optics and Electronics (INAOE), Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Astrophysics Optics and Electronics (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.5207,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97640622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"14","issue":"1","first_page":"211","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9979000091552734,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/interpretability","display_name":"Interpretability","score":0.8674403429031372},{"id":"https://openalex.org/keywords/anorexia","display_name":"Anorexia","score":0.6946859359741211},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6297590136528015},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.5773662328720093},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.48840731382369995},{"id":"https://openalex.org/keywords/eating-disorders","display_name":"Eating disorders","score":0.4667302370071411},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4349159300327301},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.23556625843048096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2100553810596466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13861408829689026},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13426029682159424},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12177577614784241}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8674403429031372},{"id":"https://openalex.org/C2778654693","wikidata":"https://www.wikidata.org/wiki/Q254327","display_name":"Anorexia","level":2,"score":0.6946859359741211},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6297590136528015},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5773662328720093},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48840731382369995},{"id":"https://openalex.org/C2776394216","wikidata":"https://www.wikidata.org/wiki/Q373822","display_name":"Eating disorders","level":2,"score":0.4667302370071411},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4349159300327301},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.23556625843048096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2100553810596466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13861408829689026},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13426029682159424},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12177577614784241},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2021.3075638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2021.3075638","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G3665146220","display_name":null,"funder_award_id":"Scholarship 654803","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W263633337","https://openalex.org/W1537829113","https://openalex.org/W1948823840","https://openalex.org/W2011554523","https://openalex.org/W2040467972","https://openalex.org/W2053479646","https://openalex.org/W2054931962","https://openalex.org/W2060300932","https://openalex.org/W2094553285","https://openalex.org/W2106686523","https://openalex.org/W2118076585","https://openalex.org/W2140910804","https://openalex.org/W2153803020","https://openalex.org/W2154887492","https://openalex.org/W2250539671","https://openalex.org/W2250553926","https://openalex.org/W2252191003","https://openalex.org/W2331804107","https://openalex.org/W2466778245","https://openalex.org/W2493916176","https://openalex.org/W2508051475","https://openalex.org/W2584084362","https://openalex.org/W2611552941","https://openalex.org/W2741216199","https://openalex.org/W2748108713","https://openalex.org/W2889310260","https://openalex.org/W2935049882","https://openalex.org/W2940817972","https://openalex.org/W2946396904","https://openalex.org/W2955864671","https://openalex.org/W2995222574","https://openalex.org/W3002082332","https://openalex.org/W3015228357","https://openalex.org/W4247665917","https://openalex.org/W6636510571","https://openalex.org/W6681839825","https://openalex.org/W6744357362","https://openalex.org/W6753795607","https://openalex.org/W6753803874","https://openalex.org/W6753870427","https://openalex.org/W6753936961","https://openalex.org/W6753979682","https://openalex.org/W6754279989","https://openalex.org/W6754288605","https://openalex.org/W6754616646","https://openalex.org/W6766667223","https://openalex.org/W6771820152"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W2314400633","https://openalex.org/W2247299510"],"abstract_inverted_index":{"Millions":[0],"of":[1,24,98,133,157],"people":[2,41,56],"around":[3],"the":[4,35,43,94,99,129,137,155,162,165,174,187,194],"world":[5],"are":[6],"affected":[7],"by":[8,102,136,179],"one":[9],"or":[10,68,152],"more":[11],"mental":[12,119],"disorders":[13],"that":[14,59,90,128],"interfere":[15],"in":[16,77],"their":[17,78],"thinking":[18],"and":[19,64,96,122,131,171],"behavior.":[20],"A":[21],"timely":[22],"detection":[23],"these":[25,184],"issues":[26],"is":[27,52,60],"challenging":[28],"but":[29],"crucial,":[30],"since":[31],"it":[32],"could":[33],"open":[34,186],"possibility":[36,188],"to":[37,40,49,53,92,141,189,193],"offer":[38],"help":[39],"before":[42],"illness":[44],"gets":[45],"worse.":[46],"One":[47],"alternative":[48],"accomplish":[50],"this":[51,83],"monitor":[54],"how":[55,65],"express":[57,76],"themselves,":[58],"for":[61,116,169,177],"example":[62],"what":[63,73],"they":[66,75],"write,":[67],"even":[69],"a":[70],"step":[71],"further,":[72],"emotions":[74,100],"social":[79,103,146],"media":[80,104,147],"communications.":[81],"In":[82,106],"article,":[84],"we":[85,109],"analyze":[86],"two":[87,111,117],"computational":[88],"representations":[89,159,185],"aim":[91],"model":[93],"presence":[95,130],"changes":[97],"expressed":[101],"users.":[105],"our":[107],"evaluation":[108],"use":[110],"recent":[112],"public":[113],"data":[114],"sets":[115],"important":[118,143],"disorders:":[120],"Depression":[121],"Anorexia.":[123],"The":[124],"obtained":[125],"results":[126],"suggest":[127],"variability":[132],"emotions,":[134],"captured":[135],"proposed":[138],"representations,":[139],"allow":[140],"highlight":[142],"information":[144],"about":[145],"users":[148],"suffering":[149],"from":[150],"depression":[151,170],"anorexia.":[153],"Furthermore,":[154],"fusion":[156],"both":[158],"can":[160],"boost":[161],"performance,":[163],"equalling":[164],"best":[166],"reported":[167],"approach":[168],"barely":[172],"behind":[173],"top":[175],"performer":[176],"anorexia":[178],"only":[180],"1":[181],"percent.":[182],"Moreover,":[183],"add":[190],"some":[191],"interpretability":[192],"results.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}