{"id":"https://openalex.org/W4360765018","doi":"https://doi.org/10.1109/asonam55673.2022.10068655","title":"Predicting Depression and Anxiety on Reddit: a Multi-task Learning Approach","display_name":"Predicting Depression and Anxiety on Reddit: a Multi-task Learning Approach","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4360765018","doi":"https://doi.org/10.1109/asonam55673.2022.10068655"},"language":"en","primary_location":{"id":"doi:10.1109/asonam55673.2022.10068655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam55673.2022.10068655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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/A5004703367","display_name":"Shailik Sarkar","orcid":"https://orcid.org/0000-0001-6544-2262"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shailik Sarkar","raw_affiliation_strings":["Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054580543","display_name":"Abdulaziz Alhamadani","orcid":"https://orcid.org/0009-0003-4732-5144"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdulaziz Alhamadani","raw_affiliation_strings":["Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057307805","display_name":"Lulwah Alkulaib","orcid":"https://orcid.org/0000-0001-9827-0882"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]},{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["KW","US"],"is_corresponding":false,"raw_author_name":"Lulwah Alkulaib","raw_affiliation_strings":["Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043","Department of Computer Science, Kuwait University, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043","institution_ids":["https://openalex.org/I859038795"]},{"raw_affiliation_string":"Department of Computer Science, Kuwait University, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038002204","display_name":"Chang\u2010Tien Lu","orcid":"https://orcid.org/0000-0003-3675-0199"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang-Tien Lu","raw_affiliation_strings":["Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA,22043","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3173,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92252323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"427","last_page":"435"},"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":0.9944999814033508,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.7203348875045776},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6490124464035034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5984668731689453},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5693207383155823},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.5105193853378296},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.48845186829566956},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.4771967828273773},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44232314825057983},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41585808992385864},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.382618248462677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3775003254413605},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.36097198724746704},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.34764957427978516},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3462342619895935},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.25972700119018555},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16364097595214844},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13744297623634338}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.7203348875045776},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6490124464035034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5984668731689453},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5693207383155823},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.5105193853378296},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.48845186829566956},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.4771967828273773},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44232314825057983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41585808992385864},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.382618248462677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3775003254413605},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36097198724746704},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.34764957427978516},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3462342619895935},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.25972700119018555},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16364097595214844},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13744297623634338},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/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/asonam55673.2022.10068655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam55673.2022.10068655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3877956207","display_name":null,"funder_award_id":"CNS-2141095","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W6274171","https://openalex.org/W2008989859","https://openalex.org/W2042980227","https://openalex.org/W2080021732","https://openalex.org/W2094553285","https://openalex.org/W2098742124","https://openalex.org/W2101746535","https://openalex.org/W2118778378","https://openalex.org/W2157976960","https://openalex.org/W2180673283","https://openalex.org/W2182854643","https://openalex.org/W2252191003","https://openalex.org/W2405042511","https://openalex.org/W2511318808","https://openalex.org/W2758000438","https://openalex.org/W2896457183","https://openalex.org/W2898342813","https://openalex.org/W2905514808","https://openalex.org/W2951911250","https://openalex.org/W2984058653","https://openalex.org/W3018413731","https://openalex.org/W3024182761","https://openalex.org/W3035488502","https://openalex.org/W3105522431","https://openalex.org/W3116085234","https://openalex.org/W3141797743","https://openalex.org/W3168577973","https://openalex.org/W3193176099","https://openalex.org/W4221142221","https://openalex.org/W6810311456"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2335262298","https://openalex.org/W2765982327","https://openalex.org/W2071657884","https://openalex.org/W213396585","https://openalex.org/W4237671428","https://openalex.org/W2068152137","https://openalex.org/W4286432911"],"abstract_inverted_index":{"One":[0],"of":[1,5,42,60,103,109,121,155,169,189],"the":[2,32,40,43,49,57,101,104,107,110,117,128,134,151,167,176,187],"strongest":[3],"indicators":[4],"a":[6,61,86,141,162],"mental":[7,45,78,96,111,123,129],"health":[8,46,79,97,112,124,130],"crisis":[9,47],"is":[10,23,53],"how":[11,65],"people":[12],"interact":[13],"with":[14,161],"each":[15,148],"other":[16],"or":[17],"express":[18,36],"them-selves.":[19],"Hence,":[20],"social":[21,68],"media":[22,69],"an":[24,179],"ideal":[25],"source":[26],"to":[27,35,55,74,94,99,116,133,185],"extract":[28],"user-level":[29],"information":[30,170],"about":[31],"language":[33],"used":[34,73],"personal":[37],"feelings.":[38],"In":[39],"wake":[41],"ever-increasing":[44],"in":[48,183],"United":[50],"States,":[51],"it":[52],"imperative":[54],"analyze":[56],"general":[58],"well-being":[59],"population":[62],"and":[63,106,157],"investigate":[64],"their":[66],"public":[67],"posts":[70,90],"can":[71],"be":[72],"detect":[75,100],"different":[76,95],"underlying":[77],"conditions.":[80],"For":[81],"that":[82,88,114,145],"purpose,":[83],"we":[84,139],"propose":[85],"study":[87],"collects":[89],"from":[91],"\u201creddits\u201d":[92],"related":[93,125,172],"topics":[98,158],"type":[102],"post":[105],"nature":[108],"issues":[113,126],"correlate":[115],"post.":[118],"The":[119],"task":[120],"detecting":[122],"indicates":[127],"conditions":[131],"connected":[132],"posts.":[135],"To":[136],"achieve":[137],"this,":[138],"develop":[140],"multi-task":[142],"learning":[143,181],"model":[144,177],"leverages,":[146],"for":[147,159,171,194],"post,":[149],"both":[150],"latent":[152],"embedding":[153],"space":[154],"words":[156],"prediction":[160],"message":[163],"passing":[164],"mechanism":[165],"enabling":[166],"sharing":[168],"tasks.":[173],"We":[174],"train":[175],"through":[178],"active":[180],"approach":[182],"order":[184],"tackle":[186],"lack":[188],"standardized":[190],"fine-grained":[191],"label":[192],"data":[193],"this":[195],"specific":[196],"task.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}