{"id":"https://openalex.org/W2516027194","doi":"https://doi.org/10.18653/v1/w16-0326","title":"Automatic Triage of Mental Health Forum Posts","display_name":"Automatic Triage of Mental Health Forum Posts","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2516027194","doi":"https://doi.org/10.18653/v1/w16-0326","mag":"2516027194"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w16-0326","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-0326","pdf_url":"https://www.aclweb.org/anthology/W16-0326.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W16-0326.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019504069","display_name":"Benjamin Shickel","orcid":"https://orcid.org/0000-0002-5304-7027"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Shickel","raw_affiliation_strings":["University of Florida Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007040136","display_name":"Parisa Rashidi","orcid":"https://orcid.org/0000-0003-4530-2048"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parisa Rashidi","raw_affiliation_strings":["University of Florida Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":0.7765,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74140292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9983999729156494,"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":0.9983999729156494,"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":[{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6882032752037048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822006106376648},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.6160474419593811},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6125731468200684},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5952317714691162},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.592195451259613},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4930391013622284},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4596751034259796},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.45821210741996765},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4345831573009491},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4322768449783325},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42877477407455444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4036713242530823},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32392123341560364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29016542434692383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2833995223045349},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1152346134185791},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11020901799201965},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09623032808303833},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08702093362808228}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6882032752037048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822006106376648},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.6160474419593811},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6125731468200684},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5952317714691162},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.592195451259613},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4930391013622284},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4596751034259796},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.45821210741996765},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4345831573009491},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4322768449783325},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42877477407455444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4036713242530823},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32392123341560364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29016542434692383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2833995223045349},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1152346134185791},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11020901799201965},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09623032808303833},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08702093362808228},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w16-0326","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-0326","pdf_url":"https://www.aclweb.org/anthology/W16-0326.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w16-0326","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w16-0326","pdf_url":"https://www.aclweb.org/anthology/W16-0326.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2516027194.pdf","grobid_xml":"https://content.openalex.org/works/W2516027194.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1743243001","https://openalex.org/W1880262756","https://openalex.org/W2108646579","https://openalex.org/W2126581182","https://openalex.org/W2131744502","https://openalex.org/W2141747195","https://openalex.org/W2267835966","https://openalex.org/W2574248532","https://openalex.org/W2756474357","https://openalex.org/W2807074613","https://openalex.org/W4231510805","https://openalex.org/W4385414156"],"related_works":["https://openalex.org/W1975091423","https://openalex.org/W2033023095","https://openalex.org/W2144451503","https://openalex.org/W125325933","https://openalex.org/W2051773733","https://openalex.org/W2941176721","https://openalex.org/W3015660457","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":{"As":[0],"part":[1],"of":[2,45],"the":[3,39,43],"2016":[4],"Computational":[5],"Linguistics":[6],"and":[7,54,67],"Clinical":[8],"Psychology":[9],"(CLPsych)":[10],"shared":[11],"task,":[12],"participants":[13],"were":[14],"asked":[15],"to":[16,19],"construct":[17],"systems":[18],"automatically":[20],"classify":[21],"mental":[22],"health":[23],"forum":[24],"posts":[25,32],"into":[26],"four":[27],"categories,":[28],"representing":[29],"how":[30],"urgently":[31],"require":[33],"moderator":[34],"attention.":[35],"This":[36],"paper":[37],"details":[38],"system":[40],"implementation":[41],"from":[42],"University":[44],"Florida,":[46],"in":[47],"which":[48],"we":[49],"compare":[50],"several":[51],"distinct":[52],"models":[53],"show":[55],"that":[56],"best":[57],"performance":[58],"is":[59],"achieved":[60],"with":[61],"domain-specific":[62],"preprocessing,":[63],"n-gram":[64],"feature":[65],"extraction,":[66],"cross-validated":[68],"linear":[69],"models.":[70]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
