{"id":"https://openalex.org/W2998535576","doi":"https://doi.org/10.3390/a13010007","title":"Detection of Suicide Ideation in Social Media Forums Using Deep Learning","display_name":"Detection of Suicide Ideation in Social Media Forums Using Deep Learning","publication_year":2019,"publication_date":"2019-12-24","ids":{"openalex":"https://openalex.org/W2998535576","doi":"https://doi.org/10.3390/a13010007","mag":"2998535576"},"language":"en","primary_location":{"id":"doi:10.3390/a13010007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13010007","pdf_url":"https://www.mdpi.com/1999-4893/13/1/7/pdf?version=1577442085","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/13/1/7/pdf?version=1577442085","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016405376","display_name":"Michael M. Tadesse","orcid":"https://orcid.org/0000-0002-7967-4651"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Michael Mesfin Tadesse","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023931221","display_name":"Hongfei Lin","orcid":"https://orcid.org/0000-0003-0872-7688"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongfei Lin","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022604762","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0003-4135-0683"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China","State Key Laboratory of Cognitive Intelligence, iFLYTEK, Shenzhen 518000, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"State Key Laboratory of Cognitive Intelligence, iFLYTEK, Shenzhen 518000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032091007","display_name":"Liang Yang","orcid":"https://orcid.org/0000-0002-5557-7515"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023931221"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":22.1985,"has_fulltext":true,"cited_by_count":241,"citation_normalized_percentile":{"value":0.9970212,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"1","first_page":"7","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9854999780654907,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7118731737136841},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6954909563064575},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6886188983917236},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6578555107116699},{"id":"https://openalex.org/keywords/suicidal-ideation","display_name":"Suicidal ideation","score":0.641983687877655},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.626166820526123},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6052356958389282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6022167205810547},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.552500307559967},{"id":"https://openalex.org/keywords/ideation","display_name":"Ideation","score":0.46983879804611206},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.39927467703819275},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38655945658683777},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3468776345252991},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.22280681133270264},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22038304805755615},{"id":"https://openalex.org/keywords/suicide-prevention","display_name":"Suicide prevention","score":0.21795639395713806},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19329038262367249},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18954160809516907},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.08259761333465576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7118731737136841},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6954909563064575},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6886188983917236},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6578555107116699},{"id":"https://openalex.org/C2776641880","wikidata":"https://www.wikidata.org/wiki/Q944142","display_name":"Suicidal ideation","level":4,"score":0.641983687877655},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.626166820526123},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6052356958389282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6022167205810547},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.552500307559967},{"id":"https://openalex.org/C170477896","wikidata":"https://www.wikidata.org/wiki/Q17039022","display_name":"Ideation","level":2,"score":0.46983879804611206},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.39927467703819275},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38655945658683777},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3468776345252991},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.22280681133270264},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22038304805755615},{"id":"https://openalex.org/C526869908","wikidata":"https://www.wikidata.org/wiki/Q3298118","display_name":"Suicide prevention","level":3,"score":0.21795639395713806},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19329038262367249},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18954160809516907},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.08259761333465576},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a13010007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13010007","pdf_url":"https://www.mdpi.com/1999-4893/13/1/7/pdf?version=1577442085","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ec46df076341428c88c109a1f1b24b49","is_oa":true,"landing_page_url":"https://doaj.org/article/ec46df076341428c88c109a1f1b24b49","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 13, Iss 1, p 7 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/13/1/7/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/a13010007","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a13010007","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13010007","pdf_url":"https://www.mdpi.com/1999-4893/13/1/7/pdf?version=1577442085","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1395114795","display_name":null,"funder_award_id":"61632011, 61572102, 61602078,61572098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1874822141","display_name":null,"funder_award_id":"61572102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2330528135","display_name":null,"funder_award_id":"61602078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3156896320","display_name":null,"funder_award_id":"2019000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3553340515","display_name":null,"funder_award_id":"61572098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3744313044","display_name":null,"funder_award_id":"Social","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4165806713","display_name":null,"funder_award_id":"61632011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4507937796","display_name":null,"funder_award_id":"No. 61632011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5167091242","display_name":null,"funder_award_id":"No. 1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5853313636","display_name":null,"funder_award_id":"Knowledge","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7239795147","display_name":null,"funder_award_id":"DUT18ZD102","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G86391114","display_name":null,"funder_award_id":"2018M631788","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2998535576.pdf","grobid_xml":"https://content.openalex.org/works/W2998535576.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W179875071","https://openalex.org/W982667389","https://openalex.org/W1211014924","https://openalex.org/W1532325895","https://openalex.org/W1550206324","https://openalex.org/W1665214252","https://openalex.org/W1678356000","https://openalex.org/W1832693441","https://openalex.org/W1940549951","https://openalex.org/W1963495448","https://openalex.org/W1979552911","https://openalex.org/W2002096058","https://openalex.org/W2003834798","https://openalex.org/W2035424729","https://openalex.org/W2040424159","https://openalex.org/W2045328638","https://openalex.org/W2050730017","https://openalex.org/W2053955835","https://openalex.org/W2054211226","https://openalex.org/W2062227835","https://openalex.org/W2067437462","https://openalex.org/W2069143585","https://openalex.org/W2070396816","https://openalex.org/W2082556623","https://openalex.org/W2089168194","https://openalex.org/W2095705004","https://openalex.org/W2101234009","https://openalex.org/W2113189792","https://openalex.org/W2117130368","https://openalex.org/W2118020653","https://openalex.org/W2120615054","https://openalex.org/W2126209950","https://openalex.org/W2129587854","https://openalex.org/W2145073242","https://openalex.org/W2149684865","https://openalex.org/W2153556488","https://openalex.org/W2153579005","https://openalex.org/W2165720259","https://openalex.org/W2170240176","https://openalex.org/W2234163201","https://openalex.org/W2251908874","https://openalex.org/W2279354358","https://openalex.org/W2295598076","https://openalex.org/W2405042511","https://openalex.org/W2407086192","https://openalex.org/W2469060249","https://openalex.org/W2508051475","https://openalex.org/W2574986170","https://openalex.org/W2606581386","https://openalex.org/W2725128789","https://openalex.org/W2742940593","https://openalex.org/W2768527597","https://openalex.org/W2789244308","https://openalex.org/W2801167272","https://openalex.org/W2806881496","https://openalex.org/W2807164052","https://openalex.org/W2883944442","https://openalex.org/W2886741239","https://openalex.org/W2890787190","https://openalex.org/W2900152803","https://openalex.org/W2908040686","https://openalex.org/W2911378332","https://openalex.org/W2919115771","https://openalex.org/W2930662424","https://openalex.org/W2941634736","https://openalex.org/W2949300694","https://openalex.org/W2949615363","https://openalex.org/W2954278817","https://openalex.org/W2962785888","https://openalex.org/W2963749797","https://openalex.org/W3101287485","https://openalex.org/W3102476541","https://openalex.org/W4213009331","https://openalex.org/W4245191313","https://openalex.org/W4247525548","https://openalex.org/W4248099889","https://openalex.org/W6607259140","https://openalex.org/W6627915109","https://openalex.org/W6632455782","https://openalex.org/W6674330103","https://openalex.org/W6675354045","https://openalex.org/W6681651645"],"related_works":["https://openalex.org/W4361191600","https://openalex.org/W4396745016","https://openalex.org/W4403261817","https://openalex.org/W4403261211","https://openalex.org/W4403261945","https://openalex.org/W4403261788","https://openalex.org/W4394242809","https://openalex.org/W2901001949","https://openalex.org/W4403261224","https://openalex.org/W2091644386"],"abstract_inverted_index":{"Suicide":[0],"ideation":[1,55],"expressed":[2],"in":[3,127],"social":[4,16,67],"media":[5],"has":[6],"an":[7,74,119],"impact":[8],"on":[9,28,42],"language":[10],"usage.":[11],"Many":[12],"at-risk":[13],"individuals":[14],"use":[15],"forum":[17],"platforms":[18],"to":[19,26,38,65,78,82,117],"discuss":[20],"their":[21],"problems":[22],"or":[23],"get":[24],"access":[25],"information":[27],"similar":[29],"tasks.":[30,131],"The":[31],"key":[32],"objective":[33],"of":[34,45,53,113],"our":[35,106],"study":[36],"is":[37],"present":[39],"ongoing":[40],"work":[41],"automatic":[43],"recognition":[44],"suicidal":[46],"posts.":[47],"We":[48],"address":[49],"the":[50,89,100,109],"early":[51],"detection":[52],"suicide":[54,124],"through":[56],"deep":[57,114],"learning":[58,115],"and":[59,80,111],"machine":[60],"learning-based":[61],"classification":[62,84,103,130],"approaches":[63],"applied":[64],"Reddit":[66],"media.":[68],"For":[69],"such":[70],"purpose,":[71],"we":[72],"employ":[73],"LSTM-CNN":[75],"combined":[76,90],"model":[77,121],"evaluate":[79],"compare":[81],"other":[83],"models.":[85],"Our":[86],"experiment":[87],"shows":[88],"neural":[91],"network":[92],"architecture":[93],"with":[94],"word":[95],"embedding":[96],"techniques":[97],"can":[98],"achieve":[99],"best":[101],"relevance":[102],"results.":[104],"Additionally,":[105],"results":[107],"support":[108],"strength":[110],"ability":[112],"architectures":[116],"build":[118],"effective":[120],"for":[122],"a":[123],"risk":[125],"assessment":[126],"various":[128],"text":[129]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":55},{"year":2024,"cited_by_count":50},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":11}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
