{"id":"https://openalex.org/W2821819618","doi":"https://doi.org/10.1109/icdew.2018.00014","title":"Evaluating Text Analytic Frameworks for Mental Health Surveillance","display_name":"Evaluating Text Analytic Frameworks for Mental Health Surveillance","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2821819618","doi":"https://doi.org/10.1109/icdew.2018.00014","mag":"2821819618"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2018.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2018.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1465041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039023786","display_name":"Benjamin Mayer","orcid":"https://orcid.org/0000-0002-9390-9808"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Mayer","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059511379","display_name":"J.G. Arnold","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Arnold","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014317244","display_name":"Edmon Begoli","orcid":"https://orcid.org/0000-0002-2173-3663"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edmon Begoli","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065746203","display_name":"Everett Rush","orcid":"https://orcid.org/0000-0002-5632-5723"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Everett Rush","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015034003","display_name":"Michael Drewry","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Drewry","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013714671","display_name":"Kris Brown","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kris Brown","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053598676","display_name":"Eduardo Lazcano\u2010Ponce","orcid":"https://orcid.org/0000-0003-1259-6369"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Ponce","raw_affiliation_strings":["Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048621845","display_name":"Sudarshan Srinivas","orcid":null},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudarshan Srinivas","raw_affiliation_strings":["University of Tennessee Knoxville, Knoxville, TN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, Knoxville, TN, US","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":null,"first_page":"39","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9909999966621399,"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":0.9909999966621399,"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/T11719","display_name":"Data Quality and Management","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10376","display_name":"Suicide and Self-Harm Studies","score":0.9470000267028809,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/scalability","display_name":"Scalability","score":0.7231388092041016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6825844645500183},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6510149836540222},{"id":"https://openalex.org/keywords/veterans-affairs","display_name":"Veterans Affairs","score":0.6076045036315918},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4319581091403961},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39557281136512756},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3703879714012146},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3224172294139862},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20622682571411133},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16844326257705688}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7231388092041016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6825844645500183},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6510149836540222},{"id":"https://openalex.org/C2775969662","wikidata":"https://www.wikidata.org/wiki/Q7923600","display_name":"Veterans Affairs","level":2,"score":0.6076045036315918},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4319581091403961},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39557281136512756},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3703879714012146},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3224172294139862},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20622682571411133},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16844326257705688},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdew.2018.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2018.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1465041","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1465041","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1465041","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1465041","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6399999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W574002488","https://openalex.org/W1727999343","https://openalex.org/W1734497321","https://openalex.org/W2014283149","https://openalex.org/W2037038404","https://openalex.org/W2041810629","https://openalex.org/W2061585911","https://openalex.org/W2068635641","https://openalex.org/W2093082570","https://openalex.org/W2096797897","https://openalex.org/W2101114896","https://openalex.org/W2119738171","https://openalex.org/W2138565540","https://openalex.org/W2143853136","https://openalex.org/W2146089916","https://openalex.org/W2162311237","https://openalex.org/W2189465200","https://openalex.org/W2584264623","https://openalex.org/W2612929327","https://openalex.org/W2617109977","https://openalex.org/W2706077908","https://openalex.org/W2725461439","https://openalex.org/W2751687090","https://openalex.org/W2767174537","https://openalex.org/W6687322159","https://openalex.org/W6743900792"],"related_works":["https://openalex.org/W2513361055","https://openalex.org/W2087473612","https://openalex.org/W2606561216","https://openalex.org/W4212794616","https://openalex.org/W4282047417","https://openalex.org/W2908601854","https://openalex.org/W2793832220","https://openalex.org/W3090796280","https://openalex.org/W2087586941","https://openalex.org/W3151146928"],"abstract_inverted_index":{"Reducing":[0],"suicide":[1,24],"incidence":[2],"among":[3],"US":[4,14],"veterans":[5],"is":[6],"one":[7],"of":[8,16,63,82],"the":[9,13,31,80,101],"highest":[10],"priorities":[11],"for":[12,40,50],"Department":[15],"Veterans":[17],"Affairs":[18],"(VA).":[19],"We":[20],"are":[21,53,74],"implementing":[22],"a":[23,37,106],"risk":[25,41],"detection":[26],"system,":[27],"in":[28,44,103],"collaboration":[29],"with":[30],"VA,":[32],"that":[33],"would":[34],"serve":[35],"as":[36],"surveillance":[38],"system":[39,52],"factors":[42],"appearing":[43],"clinical":[45],"text":[46,109],"data.":[47],"Primary":[48],"requirements":[49],"this":[51,89],"fast":[54],"search":[55],"capability,":[56],"feature":[57],"and":[58,61,86,100],"information":[59],"extraction,":[60],"delivery":[62],"data":[64],"to":[65,96],"up-stream":[66],"natural":[67],"language":[68],"processing":[69],"models.":[70],"As":[71],"such,":[72],"we":[73,91],"evaluating":[75],"scalable":[76],"storage":[77],"solutions":[78],"on":[79],"basis":[81],"performance,":[83],"fault":[84],"tolerance,":[85],"scalability.":[87],"In":[88],"paper":[90],"present":[92],"our":[93],"current":[94],"approach":[95],"evaluation,":[97],"preliminary":[98],"findings,":[99],"work":[102],"progress":[104],"towards":[105],"more":[107],"robust":[108],"analysis":[110],"pipeline.":[111]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
