{"id":"https://openalex.org/W2902671491","doi":"https://doi.org/10.1186/s40708-018-0093-y","title":"WaaS architecture-driven depressive mood status quantitative analysis based on forehead EEG and self-rating tool","display_name":"WaaS architecture-driven depressive mood status quantitative analysis based on forehead EEG and self-rating tool","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2902671491","doi":"https://doi.org/10.1186/s40708-018-0093-y","mag":"2902671491","pmid":"https://pubmed.ncbi.nlm.nih.gov/30515600"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-018-0093-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-018-0093-y","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-018-0093-y","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-018-0093-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101634419","display_name":"Zhijiang Wan","orcid":"https://orcid.org/0000-0003-2918-052X"},"institutions":[{"id":"https://openalex.org/I153470267","display_name":"Maebashi Institute of Technology","ror":"https://ror.org/01x05rm94","country_code":"JP","type":"education","lineage":["https://openalex.org/I153470267"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhijiang Wan","raw_affiliation_strings":["Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, 3710864, Japan","Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, 3710864, Japan","institution_ids":["https://openalex.org/I153470267"]},{"raw_affiliation_string":"Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan","institution_ids":["https://openalex.org/I153470267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023069926","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0001-9478-0578"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["College of Economics and Management, Nanjing Forestry University, Nanjing, 210037, China","College of Economics and Management, Nanjing Forestry University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing Forestry University, Nanjing, 210037, China","institution_ids":["https://openalex.org/I167027274"]},{"raw_affiliation_string":"College of Economics and Management, Nanjing Forestry University, Nanjing, China","institution_ids":["https://openalex.org/I167027274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100765306","display_name":"Jianhui Chen","orcid":"https://orcid.org/0000-0001-6501-9819"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Chen","raw_affiliation_strings":["College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China","International WIC Institute, Beijing University of Technology, Beijing, 100088, China","College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","International WIC Institute, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, 100088, China","institution_ids":["https://openalex.org/I71459812"]},{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755463","display_name":"Haiyan Zhou","orcid":"https://orcid.org/0000-0002-5547-0320"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Zhou","raw_affiliation_strings":["College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China","International WIC Institute, Beijing University of Technology, Beijing, 100088, China","College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","International WIC Institute, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, 100088, China","institution_ids":["https://openalex.org/I71459812"]},{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101962146","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-1010-2783"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Beijing Anding Hospital of Capital Medical University, Beijing, 100088, China","Beijing Anding Hospital of Capital Medical University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Anding Hospital of Capital Medical University, Beijing, 100088, China","institution_ids":["https://openalex.org/I183519381","https://openalex.org/I4210112448"]},{"raw_affiliation_string":"Beijing Anding Hospital of Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I183519381","https://openalex.org/I4210112448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004182769","display_name":"Na Zhong","orcid":"https://orcid.org/0000-0001-5161-6831"},"institutions":[{"id":"https://openalex.org/I153470267","display_name":"Maebashi Institute of Technology","ror":"https://ror.org/01x05rm94","country_code":"JP","type":"education","lineage":["https://openalex.org/I153470267"]},{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I71459812","display_name":"Beijing International Studies University","ror":"https://ror.org/058s1vf87","country_code":"CN","type":"education","lineage":["https://openalex.org/I71459812"]}],"countries":["CN","JP"],"is_corresponding":true,"raw_author_name":"Ning Zhong","raw_affiliation_strings":["College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China. zhong@maebashi-it.ac.jp","Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, 3710864, Japan. zhong@maebashi-it.ac.jp","International WIC Institute, Beijing University of Technology, Beijing, 100088, China. zhong@maebashi-it.ac.jp","Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan","College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","International WIC Institute, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, 100124, China. zhong@maebashi-it.ac.jp","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, 3710864, Japan. zhong@maebashi-it.ac.jp","institution_ids":["https://openalex.org/I153470267"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, 100088, China. zhong@maebashi-it.ac.jp","institution_ids":["https://openalex.org/I71459812"]},{"raw_affiliation_string":"Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi, Japan","institution_ids":["https://openalex.org/I153470267"]},{"raw_affiliation_string":"College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"International WIC Institute, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004182769"],"corresponding_institution_ids":["https://openalex.org/I153470267","https://openalex.org/I37796252","https://openalex.org/I71459812"],"apc_list":{"value":990,"currency":"USD","value_usd":990},"apc_paid":{"value":990,"currency":"USD","value_usd":990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16698816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"2","first_page":"15","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.4343000054359436,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10667","display_name":"Emotion and Mood Recognition","score":0.4343000054359436,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T13283","display_name":"Mental Health Research Topics","score":0.12729999423027039,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0731000006198883,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.642550528049469},{"id":"https://openalex.org/keywords/forehead","display_name":"Forehead","score":0.6234344244003296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5832452774047852},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5610494613647461},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5257250070571899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5087395310401917},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.46693864464759827},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.430929958820343},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40014511346817017},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.33465060591697693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33321666717529297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3320609927177429},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22495970129966736},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.19812357425689697},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10572218894958496},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09095537662506104}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.642550528049469},{"id":"https://openalex.org/C2780446394","wikidata":"https://www.wikidata.org/wiki/Q41055","display_name":"Forehead","level":2,"score":0.6234344244003296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5832452774047852},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5610494613647461},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5257250070571899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5087395310401917},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.46693864464759827},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.430929958820343},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40014511346817017},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33465060591697693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33321666717529297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3320609927177429},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22495970129966736},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.19812357425689697},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10572218894958496},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09095537662506104},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s40708-018-0093-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-018-0093-y","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-018-0093-y","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:30515600","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30515600","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain informatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:d55b553993d9417cb7c8873843f436ec","is_oa":true,"landing_page_url":"https://doaj.org/article/d55b553993d9417cb7c8873843f436ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, Vol 5, Iss 2, Pp 1-12 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5412293","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6429167","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s40708-018-0093-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-018-0093-y","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-018-0093-y","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2902671491.pdf","grobid_xml":"https://content.openalex.org/works/W2902671491.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1480729244","https://openalex.org/W1748354566","https://openalex.org/W1817428018","https://openalex.org/W1951131186","https://openalex.org/W1983780675","https://openalex.org/W1984615306","https://openalex.org/W1986457785","https://openalex.org/W2003502731","https://openalex.org/W2006353394","https://openalex.org/W2008353468","https://openalex.org/W2010587277","https://openalex.org/W2014545632","https://openalex.org/W2023179082","https://openalex.org/W2024610682","https://openalex.org/W2043080619","https://openalex.org/W2053333039","https://openalex.org/W2054931962","https://openalex.org/W2062808044","https://openalex.org/W2072531628","https://openalex.org/W2072833030","https://openalex.org/W2079037116","https://openalex.org/W2080298947","https://openalex.org/W2086632167","https://openalex.org/W2091940856","https://openalex.org/W2096000431","https://openalex.org/W2114429947","https://openalex.org/W2114613490","https://openalex.org/W2123330495","https://openalex.org/W2129579709","https://openalex.org/W2130523106","https://openalex.org/W2133109597","https://openalex.org/W2146890278","https://openalex.org/W2148076279","https://openalex.org/W2151264580","https://openalex.org/W2160377850","https://openalex.org/W2170332928","https://openalex.org/W2208039604","https://openalex.org/W2236412488","https://openalex.org/W2429821742","https://openalex.org/W2468038940","https://openalex.org/W2491003726","https://openalex.org/W2513975684","https://openalex.org/W2519429731","https://openalex.org/W2519531315","https://openalex.org/W2524826177","https://openalex.org/W2525947448","https://openalex.org/W2591048845","https://openalex.org/W2606337139","https://openalex.org/W2782220219","https://openalex.org/W2952868726"],"related_works":["https://openalex.org/W2419783658","https://openalex.org/W2310795625","https://openalex.org/W2424374221","https://openalex.org/W4390429553","https://openalex.org/W4383342093","https://openalex.org/W3038235736","https://openalex.org/W2596898086","https://openalex.org/W2379286237","https://openalex.org/W2069142090","https://openalex.org/W2160630815"],"abstract_inverted_index":{"BACKGROUND:":[0],"Although":[1],"the":[2,29,76,87,91,98,108,111,115,119,133,140,144,168,180,183,203],"objective":[3,21,206],"depression":[4,207],"evaluation":[5,208],"is":[6,14,62,72,104,154,164],"a":[7,18,32,35,123],"hot":[8],"topic":[9],"in":[10,210],"recent":[11],"years,":[12],"less":[13,136],"known":[15],"concerning":[16],"developing":[17],"pervasive":[19,204],"and":[20,49,86,114,132,160,174,205],"approach":[22],"for":[23,39,58,171],"quantitatively":[24],"evaluating":[25],"depression.":[26],"Driven":[27],"by":[28,156],"Wisdom":[30],"as":[31],"Service":[33],"architecture,":[34],"quantitative":[36,56,77,112,184],"analysis":[37,185],"method":[38,66,189],"rating":[40],"depressive":[41],"mood":[42],"status":[43],"based":[44,67],"on":[45,68],"forehead":[46,83],"electroencephalograph":[47],"(EEG)":[48],"an":[50,147],"electronic":[51],"diary":[52],"log":[53,57],"application":[54,149],"named":[55],"mental":[59],"state":[60],"(Q-Log)":[61],"proposed.":[63],"A":[64],"regression":[65],"random":[69],"forest":[70],"algorithm":[71],"adopted":[73,105],"to":[74,106,166,178],"train":[75],"model,":[78,113],"where":[79],"independent":[80],"variables":[81,89],"are":[82,90],"EEG":[84],"features":[85],"dependent":[88],"first":[92],"principal":[93],"component":[94],"(FPC)":[95],"values":[96,142],"of":[97,110,143,150,182],"Q-Log.":[99,145],"RESULTS:":[100],"The":[101],"Leave-One-Participant-Out":[102],"Cross-Validation":[103],"estimate":[107],"performance":[109],"result":[116],"shows":[117],"that":[118],"model":[120],"outcomes":[121],"have":[122],"moderate":[124],"uphill":[125],"relationship":[126],"(the":[127],"average":[128],"coefficient":[129],"equals":[130],"0.6556":[131],"P":[134],"value":[135],"than":[137],"0.01)":[138],"with":[139,194],"FPC":[141],"Furthermore,":[146],"exemplary":[148],"knowledge":[151],"sharing,":[152],"which":[153],"developed":[155],"using":[157],"ontology":[158],"technology":[159],"Jena":[161],"inference":[162],"subsystem,":[163],"given":[165],"illustrate":[167],"preliminary":[169],"work":[170],"annotating":[172],"data":[173,193,197],"facilitating":[175],"clinical":[176],"users":[177],"understand":[179],"meaning":[181],"results.":[186],"CONCLUSIONS:":[187],"This":[188],"combining":[190],"physiological":[191],"sensor":[192],"psychological":[195],"self-rating":[196],"could":[198],"provide":[199],"new":[200],"insights":[201],"into":[202],"processes":[209],"daily":[211],"life.":[212]},"counts_by_year":[],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
