{"id":"https://openalex.org/W4399151843","doi":"https://doi.org/10.48550/arxiv.2405.18061","title":"Context is Important in Depressive Language: A Study of the Interaction\n Between the Sentiments and Linguistic Markers in Reddit Discussions","display_name":"Context is Important in Depressive Language: A Study of the Interaction\n Between the Sentiments and Linguistic Markers in Reddit Discussions","publication_year":2024,"publication_date":"2024-05-28","ids":{"openalex":"https://openalex.org/W4399151843","doi":"https://doi.org/10.48550/arxiv.2405.18061"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.18061","pdf_url":"http://arxiv.org/pdf/2405.18061","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2405.18061","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078976781","display_name":"Neha Sharma","orcid":"https://orcid.org/0000-0001-9771-3549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sharma, Neha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5035358986","display_name":"Kairit Sirts","orcid":"https://orcid.org/0000-0001-7388-2583"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sirts, Kairit","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":77},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10366","display_name":"Discourse Analysis in Language Studies","score":0.8991,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10366","display_name":"Discourse Analysis in Language Studies","score":0.8991,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.8364,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6729646},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.6570677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4463333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.399965},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.2781781},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.04697469},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.18061","pdf_url":"http://arxiv.org/pdf/2405.18061","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.18061","pdf_url":"http://arxiv.org/pdf/2405.18061","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4396701345","https://openalex.org/W4396696052","https://openalex.org/W4395014643","https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Research":[0],"exploring":[1],"linguistic":[2,32,165],"markers":[3,33,166],"in":[4,37,61,91,155],"individuals":[5],"with":[6,64,125,138],"depression":[7],"has":[8],"demonstrated":[9],"that":[10,158],"language":[11,153],"usage":[12],"can":[13,167],"serve":[14],"as":[15,29],"an":[16],"indicator":[17],"of":[18,26,58,86,105,112,133,147,164,173],"mental":[19],"health.":[20],"This":[21,73],"study":[22],"investigates":[23],"the":[24,84,87,93,103,110,145,152,159,171],"impact":[25],"discussion":[27,148],"topic":[28,172],"context":[30],"on":[31,170],"and":[34,68,117,122,162],"emotional":[35,59,95,160],"expression":[36],"depression,":[38,156],"using":[39],"a":[40,55,130],"Reddit":[41],"dataset":[42],"to":[43,48,120],"explore":[44],"interaction":[45],"effects.":[46],"Contrary":[47],"common":[49],"findings,":[50],"our":[51],"sentiment":[52],"analysis":[53],"revealed":[54],"broader":[56],"range":[57],"intensity":[60,161],"depressed":[62],"individuals,":[63],"both":[65],"higher":[66,131],"negative":[67,140],"positive":[69,127],"sentiments":[70],"than":[71],"controls.":[72],"pattern":[74],"was":[75,136],"driven":[76],"by":[77],"posts":[78],"containing":[79],"no":[80],"emotion":[81],"words,":[82],"revealing":[83,157],"limitations":[85],"lexicon":[88],"based":[89,169],"approaches":[90],"capturing":[92],"full":[94],"context.":[96],"We":[97],"observed":[98],"several":[99],"interesting":[100],"results":[101],"demonstrating":[102],"importance":[104,146],"contextual":[106],"analyses.":[107],"For":[108],"instance,":[109],"use":[111],"1st":[113],"person":[114],"singular":[115],"pronouns":[116],"words":[118,135],"related":[119],"anger":[121],"sadness":[123],"correlated":[124],"increased":[126],"sentiments,":[128],"whereas":[129],"rate":[132],"present-focused":[134],"associated":[137],"more":[139],"sentiments.":[141],"Our":[142],"findings":[143],"highlight":[144],"contexts":[149],"while":[150],"interpreting":[151],"used":[154],"meaning":[163],"vary":[168],"discussion.":[174]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4399151843","counts_by_year":[],"updated_date":"2025-04-17T13:03:24.441069","created_date":"2024-05-30"}