{"id":"https://openalex.org/W2996918042","doi":"https://doi.org/10.1145/3366650.3366653","title":"An Application for Classifying Depression in Tweets","display_name":"An Application for Classifying Depression in Tweets","publication_year":2019,"publication_date":"2019-10-18","ids":{"openalex":"https://openalex.org/W2996918042","doi":"https://doi.org/10.1145/3366650.3366653","mag":"2996918042"},"language":"en","primary_location":{"id":"doi:10.1145/3366650.3366653","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366650.3366653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing and Big Data","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036441878","display_name":"Bernice Yeow Ziwei","orcid":null},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Bernice Yeow Ziwei","raw_affiliation_strings":["Department of Computing and Information Systems, Sunway University, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, Sunway University, Selangor, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042896398","display_name":"Hui Na Chua","orcid":"https://orcid.org/0000-0001-9792-1292"},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hui Na Chua","raw_affiliation_strings":["Department of Computing and Information Systems, Sunway University, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems, Sunway University, Selangor, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84339108"],"apc_list":null,"apc_paid":null,"fwci":1.7495,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.89424391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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/T12488","display_name":"Mental Health via Writing","score":0.9998999834060669,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/depression","display_name":"Depression (economics)","score":0.709568977355957},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.5876954197883606},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5519883632659912},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4975326359272003},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.46698611974716187},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.44510364532470703},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.42672911286354065},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4126870930194855},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3619316816329956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34246158599853516},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33900463581085205},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2978314161300659},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1491871476173401},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.09432002902030945}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.709568977355957},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.5876954197883606},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5519883632659912},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4975326359272003},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46698611974716187},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.44510364532470703},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.42672911286354065},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4126870930194855},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3619316816329956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34246158599853516},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33900463581085205},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2978314161300659},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1491871476173401},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.09432002902030945},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3366650.3366653","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366650.3366653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computing and Big Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W29935650","https://openalex.org/W1037747417","https://openalex.org/W1247310433","https://openalex.org/W1570448133","https://openalex.org/W1743243001","https://openalex.org/W2058971120","https://openalex.org/W2084046180","https://openalex.org/W2105751875","https://openalex.org/W2106686523","https://openalex.org/W2111990480","https://openalex.org/W2112778345","https://openalex.org/W2156104108","https://openalex.org/W2171645516","https://openalex.org/W2186329757","https://openalex.org/W2517788713","https://openalex.org/W2765729099","https://openalex.org/W2766165088","https://openalex.org/W2807690019","https://openalex.org/W2898808638","https://openalex.org/W2963155213","https://openalex.org/W3037187691","https://openalex.org/W4211186029","https://openalex.org/W6601244450","https://openalex.org/W6686758829","https://openalex.org/W6726476440","https://openalex.org/W6959877311"],"related_works":["https://openalex.org/W2291261743","https://openalex.org/W1540119434","https://openalex.org/W4229598134","https://openalex.org/W2071657884","https://openalex.org/W4285126926","https://openalex.org/W2290390358","https://openalex.org/W2765982327","https://openalex.org/W213396585","https://openalex.org/W2068152137","https://openalex.org/W2358660055"],"abstract_inverted_index":{"A":[0],"depressed":[1,49],"person":[2],"feels":[3],"sad,":[4],"hopeless":[5],"on":[6,123,152],"a":[7,36,52,64,92,148,170,179,187,213],"regular":[8],"basis,":[9],"lose":[10],"interest":[11],"in":[12,91],"activities":[13],"and":[14,34,57,130,140,196],"experiences":[15],"physical":[16,131],"symptoms":[17],"such":[18,133],"as":[19,134],"chronic":[20],"pain":[21],"or":[22],"digestive":[23],"issues":[24],"[1].":[25],"Each":[26],"day,":[27],"millions":[28],"of":[29,39,87,94,150,169,194,199],"people":[30,50,104],"suffered":[31],"from":[32,81],"depression":[33,88,167,210],"only":[35],"small":[37],"fraction":[38],"them":[40],"undergo":[41],"proper":[42],"treatment.":[43],"In":[44],"the":[45,59,84,100,107,166,192],"past,":[46],"doctors":[47,82],"analyzed":[48],"via":[51,212],"face":[53,55],"to":[54,67,111,127,164,207],"session":[56],"apply":[58],"diagnostic":[60],"criteria":[61],"written":[62],"by":[63],"professional":[65],"psychologist":[66],"determine":[68,165],"depression.":[69],"However,":[70,144],"past":[71],"research":[72],"revealed":[73],"that":[74,155,182,190],"most":[75],"patients":[76],"would":[77],"not":[78],"seek":[79],"help":[80],"at":[83],"early":[85],"stage":[86],"which":[89],"results":[90],"declination":[93],"their":[95,113,209],"mental":[96,129],"health":[97],"condition.":[98],"On":[99],"other":[101],"hand,":[102],"many":[103,121],"are":[105],"using":[106,124],"social":[108,125,157],"media":[109,126,158],"platform":[110],"share":[112],"feelings":[114],"daily.":[115],"Since":[116],"then,":[117],"there":[118,146],"have":[119],"been":[120],"studies":[122],"predict":[128],"diseases":[132],"cardiac":[135],"arrest,":[136],"zika":[137],"virus,":[138],"Muppalla,":[139],"prescription":[141],"drug":[142],"abuse.":[143],"currently":[145],"is":[147],"lack":[149],"work":[151],"an":[153,200],"application":[154,181,203],"leverages":[156],"data":[159],"for":[160],"detecting":[161],"depressive":[162,195],"thoughts":[163,198],"state":[168,211],"Twitter":[171],"user.":[172],"To":[173],"achieve":[174],"this":[175],"aim,":[176],"we":[177],"developed":[178],"web":[180,214],"performs":[183],"sentiment":[184],"analysis":[185],"through":[186],"classification":[188],"function":[189],"discerns":[191],"proportion":[193],"non-depressive":[197],"individual.":[201],"This":[202],"further":[204],"provides":[205],"individuals":[206],"visualize":[208],"interface.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
