{"id":"https://openalex.org/W2982337628","doi":"https://doi.org/10.1109/cccs.2019.8888096","title":"Study on Mental Disorder Detection via Social Media Mining","display_name":"Study on Mental Disorder Detection via Social Media Mining","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2982337628","doi":"https://doi.org/10.1109/cccs.2019.8888096","mag":"2982337628"},"language":"en","primary_location":{"id":"doi:10.1109/cccs.2019.8888096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cccs.2019.8888096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 4th International Conference on Computing, Communications and Security (ICCCS)","raw_type":"proceedings-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/A5089125909","display_name":"Iwan Syarif","orcid":"https://orcid.org/0000-0002-3132-0934"},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153613"]},{"id":"https://openalex.org/I23758234","display_name":"Universitas Negeri Surabaya","ror":"https://ror.org/01jf74q70","country_code":"ID","type":"education","lineage":["https://openalex.org/I23758234"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Iwan Syarif","raw_affiliation_strings":["Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia","institution_ids":["https://openalex.org/I23758234","https://openalex.org/I4387153613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044772089","display_name":"Nadia Ningtias","orcid":null},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153613"]},{"id":"https://openalex.org/I23758234","display_name":"Universitas Negeri Surabaya","ror":"https://ror.org/01jf74q70","country_code":"ID","type":"education","lineage":["https://openalex.org/I23758234"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Nadia Ningtias","raw_affiliation_strings":["Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia","institution_ids":["https://openalex.org/I23758234","https://openalex.org/I4387153613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012360235","display_name":"Tessy Badriyah","orcid":"https://orcid.org/0000-0003-1905-3797"},"institutions":[{"id":"https://openalex.org/I4387153613","display_name":"Politeknik Elektronika Negeri Surabaya","ror":"https://ror.org/00cf3sf89","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153613"]},{"id":"https://openalex.org/I23758234","display_name":"Universitas Negeri Surabaya","ror":"https://ror.org/01jf74q70","country_code":"ID","type":"education","lineage":["https://openalex.org/I23758234"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tessy Badriyah","raw_affiliation_strings":["Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia","institution_ids":["https://openalex.org/I23758234","https://openalex.org/I4387153613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089125909"],"corresponding_institution_ids":["https://openalex.org/I23758234","https://openalex.org/I4387153613"],"apc_list":null,"apc_paid":null,"fwci":3.1108,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91218083,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/T12488","display_name":"Mental Health via Writing","score":1.0,"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":1.0,"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/T13283","display_name":"Mental Health Research Topics","score":0.9890999794006348,"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/wordnet","display_name":"WordNet","score":0.7486021518707275},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.700892984867096},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5925312042236328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5834599733352661},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49314969778060913},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.4572742283344269},{"id":"https://openalex.org/keywords/mental-illness","display_name":"Mental illness","score":0.4477776885032654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43118488788604736},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4191131591796875},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4186254143714905},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41612708568573},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23044824600219727},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.17973574995994568},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14498740434646606}],"concepts":[{"id":"https://openalex.org/C157659113","wikidata":"https://www.wikidata.org/wiki/Q533822","display_name":"WordNet","level":2,"score":0.7486021518707275},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.700892984867096},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5925312042236328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5834599733352661},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49314969778060913},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.4572742283344269},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.4477776885032654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43118488788604736},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4191131591796875},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4186254143714905},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41612708568573},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23044824600219727},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.17973574995994568},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14498740434646606},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cccs.2019.8888096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cccs.2019.8888096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 4th International Conference on Computing, Communications and Security (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W1037747417","https://openalex.org/W1511480444","https://openalex.org/W1514274094","https://openalex.org/W1552217991","https://openalex.org/W2019274310","https://openalex.org/W2037577652","https://openalex.org/W2038721957","https://openalex.org/W2081580037","https://openalex.org/W2082556623","https://openalex.org/W2087089708","https://openalex.org/W2091084672","https://openalex.org/W2096044513","https://openalex.org/W2099813784","https://openalex.org/W2106686523","https://openalex.org/W2250553926","https://openalex.org/W2334547457","https://openalex.org/W3164891024","https://openalex.org/W4235505822","https://openalex.org/W4244739894","https://openalex.org/W4298091473","https://openalex.org/W6630825877","https://openalex.org/W6633048663","https://openalex.org/W6675143072"],"related_works":["https://openalex.org/W2900382651","https://openalex.org/W1981879262","https://openalex.org/W2363417484","https://openalex.org/W4225863708","https://openalex.org/W1599970036","https://openalex.org/W1480103567","https://openalex.org/W158852162","https://openalex.org/W2003651848","https://openalex.org/W1849827364","https://openalex.org/W2786299737"],"abstract_inverted_index":{"Traditional":[0],"mental":[1,26,73,120],"health":[2],"studies":[3],"rely":[4],"on":[5,50,76,138,154],"information":[6],"collected":[7],"through":[8],"personal":[9],"contact":[10],"with":[11,90],"professional":[12],"healthcare":[13],"specialists.":[14],"Recent":[15],"work":[16],"shows":[17],"the":[18,32,39,57,97,107,116,133,146,155],"utility":[19],"of":[20,35,47,71,81,99,109,115,135,157,184],"social":[21,36,42,51,102],"media":[22,37,43,52,103],"data":[23,53],"for":[24],"studying":[25],"disorder.":[27],"It":[28],"is":[29,44,152],"supported":[30],"by":[31,166],"massive":[33],"usage":[34],"and":[38,92,119,162,176,194],"disclosure":[40],"that":[41],"a":[45,69,79,128],"pool":[46],"emotion.":[48],"Study":[49],"could":[54],"potentially":[55],"complement":[56],"traditional":[58],"technique":[59],"in":[60,101],"its":[61],"ability":[62],"to":[63,95,131],"provide":[64],"natural":[65],"measurements.":[66],"We":[67,105,140],"build":[68],"corpus":[70],"self-declared":[72],"illness":[74],"diagnosis":[75],"Twitter":[77],"using":[78,127],"source":[80],"publicly-available":[82],"data.":[83,104],"This":[84,150],"study":[85],"implements":[86],"computational":[87],"linguistic":[88,91],"process":[89],"emotion":[93],"feature":[94],"model":[96],"rate":[98],"depression":[100,136,147],"propose":[106],"features":[108],"SenticNet's":[110],"four":[111],"dimensions":[112],"emotional":[113],"state":[114],"mind,":[117],"self-reference,":[118],"disorder":[121],"wordcount.":[122],"The":[123],"results":[124],"are":[125,188],"shown":[126],"rule-based":[129],"system":[130],"determine":[132],"level":[134],"based":[137,153],"language.":[139],"found":[141],"1,733":[142],"typical":[143],"words":[144],"from":[145],"diagnosed":[148],"group.":[149],"finding":[151],"match":[156],"Wordnet,":[158],"SenticNet,":[159],"Vader,":[160],"TextBlob,":[161],"has":[163,172],"been":[164,173],"evaluated":[165],"synonyms":[167],"checking.":[168],"Our":[169],"proposed":[170],"method":[171],"successfully":[174],"identified":[175],"then":[177],"categorized":[178,189],"8105":[179],"tweets":[180,187],"into":[181],"3":[182],"levels":[183],"depression,":[185],"1028":[186],"as":[190],"high,":[191],"1073":[192],"moderate,":[193],"1605":[195],"low.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
