{"id":"https://openalex.org/W2922390416","doi":"https://doi.org/10.1109/icosc.2019.8665567","title":"SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health","display_name":"SocialText: A Framework for Understanding the Relationship Between Digital Communication Patterns and Mental Health","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2922390416","doi":"https://doi.org/10.1109/icosc.2019.8665567","mag":"2922390416"},"language":"en","primary_location":{"id":"doi:10.1109/icosc.2019.8665567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2019.8665567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 13th International Conference on Semantic Computing (ICSC)","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/A5026604819","display_name":"Sanjana Mendu","orcid":"https://orcid.org/0000-0002-0766-610X"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sanjana Mendu","raw_affiliation_strings":["Department of Systems Engineering, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063971383","display_name":"Mehdi Boukhechba","orcid":"https://orcid.org/0000-0001-6295-2523"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Boukhechba","raw_affiliation_strings":["Department of Systems Engineering, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028629003","display_name":"Anna Baglione","orcid":"https://orcid.org/0000-0003-1358-9195"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Baglione","raw_affiliation_strings":["Department of Systems Engineering, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015974189","display_name":"Sonia Baee","orcid":"https://orcid.org/0000-0001-7886-8078"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sonia Baee","raw_affiliation_strings":["Department of Systems Engineering, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049761760","display_name":"Congyu Wu","orcid":"https://orcid.org/0000-0002-6410-1375"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Congyu Wu","raw_affiliation_strings":["Department of Systems Engineering, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012728152","display_name":"Laura E. Barnes","orcid":"https://orcid.org/0000-0001-8224-5164"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura Barnes","raw_affiliation_strings":["Data Science Institute, University of Virginia, Charlottesville, Virginia"],"affiliations":[{"raw_affiliation_string":"Data Science Institute, University of Virginia, Charlottesville, Virginia","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026604819"],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":0.7777,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74507393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"428","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9980000257492065,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.727885365486145},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6106738448143005},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5733844637870789},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.5480282306671143},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.542479395866394},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5105365514755249},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4838672876358032},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4714432954788208},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.4247419238090515},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.36893707513809204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2485664188861847},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16174247860908508},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10171970725059509},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09907391667366028}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727885365486145},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6106738448143005},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5733844637870789},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.5480282306671143},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.542479395866394},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5105365514755249},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4838672876358032},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4714432954788208},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4247419238090515},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36893707513809204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2485664188861847},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16174247860908508},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10171970725059509},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09907391667366028},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icosc.2019.8665567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2019.8665567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 13th International Conference on Semantic Computing (ICSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W359818833","https://openalex.org/W2000839991","https://openalex.org/W2004388890","https://openalex.org/W2063348869","https://openalex.org/W2075469826","https://openalex.org/W2140910804","https://openalex.org/W2147085624","https://openalex.org/W2250553926","https://openalex.org/W2339881364","https://openalex.org/W2398862852","https://openalex.org/W2520441859","https://openalex.org/W2608175373","https://openalex.org/W2795715081","https://openalex.org/W2798628855","https://openalex.org/W2799024437","https://openalex.org/W2805917671","https://openalex.org/W2831845490","https://openalex.org/W4250285906","https://openalex.org/W6612161972"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W1501776718","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281"],"abstract_inverted_index":{"As":[0],"social":[1,34,48,73,107],"media":[2],"platforms":[3,24],"have":[4,25,53],"grown":[5],"to":[6,159,169,176],"form":[7],"the":[8,161],"foundation":[9],"of":[10,33,57,125],"modern":[11],"digital":[12,14,65,115,144,171],"communication,":[13],"text":[15,66,116,145,172],"message":[16],"datasets":[17,147],"that":[18,148],"document":[19],"interpersonal":[20],"exchanges":[21,28],"on":[22],"these":[23],"proliferated.":[26],"These":[27],"comprise":[29],"a":[30,55,87,122,137],"rich":[31],"corpus":[32,124],"context":[35],"data,":[36,68,118],"which":[37],"can":[38],"provide":[39],"insight":[40],"into":[41],"how":[42],"mental":[43,61,111,177],"health":[44,112],"challenges":[45],"manifest":[46],"in":[47,90],"contexts.":[49],"To":[50,100],"date,":[51],"researchers":[52,119],"employed":[54],"variety":[56],"methods":[58],"for":[59,140],"extracting":[60,141],"health-centric":[62],"features":[63,126,142],"from":[64,114,127,143,152],"communication":[67,117,146],"including":[69],"natural":[70],"language":[71],"processing,":[72],"network":[74],"analysis,":[75,77,80],"sentiment":[76],"time":[78],"series":[79],"and":[81,95,103,109,165],"discourse":[82],"analysis.":[83],"However,":[84],"there":[85],"is":[86],"marked":[88],"divide":[89],"current":[91],"literature":[92],"between":[93,163],"qualitative":[94,166],"quantitative":[96,164],"feature":[97],"extraction":[98],"methods.":[99],"effectively":[101],"identify":[102],"analyze":[104],"key":[105],"underlying":[106],"contexts":[108],"related":[110],"factors":[113],"must":[120],"extract":[121],"comprehensive":[123],"raw":[128],"textual":[129],"data":[130],"streams.":[131],"In":[132],"this":[133],"paper,":[134],"we":[135],"present":[136],"generalized":[138],"framework":[139,156],"leverages":[149],"methodological":[150],"approaches":[151,168],"diverse":[153],"fields.":[154],"This":[155],"will":[157],"serve":[158],"bridge":[160],"gap":[162],"research":[167],"analyzing":[170],"communications":[173],"with":[174],"respect":[175],"health.":[178]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}