{"id":"https://openalex.org/W2004204487","doi":"https://doi.org/10.1155/2013/573734","title":"A Review on the Computational Methods for Emotional State Estimation from the Human EEG","display_name":"A Review on the Computational Methods for Emotional State Estimation from the Human EEG","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2004204487","doi":"https://doi.org/10.1155/2013/573734","mag":"2004204487","pmid":"https://pubmed.ncbi.nlm.nih.gov/23634176"},"language":"en","primary_location":{"id":"doi:10.1155/2013/573734","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/573734","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/573734.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2013/573734.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089884610","display_name":"Min\u2010Ki Kim","orcid":"https://orcid.org/0000-0002-1885-291X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min-Ki Kim","raw_affiliation_strings":["Department of Brain and Cognitive Engineering, Korea University, Seoul 136701, Republic of Korea","Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul 136701, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743279","display_name":"Mi\u2010Young Kim","orcid":"https://orcid.org/0000-0002-9025-1115"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Miyoung Kim","raw_affiliation_strings":["Department of Brain and Cognitive Engineering, Korea University, Seoul 136701, Republic of Korea","Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul 136701, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112418766","display_name":"Eunmi Oh","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunmi Oh","raw_affiliation_strings":["Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, DMC R&D Center, Suwon 443742, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000135103","display_name":"Sung-Phil Kim","orcid":"https://orcid.org/0000-0001-6665-3475"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I27494661","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81","country_code":"KR","type":"government","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung-Phil Kim","raw_affiliation_strings":["Research and Business Foundation, Korea University, Seoul 136701, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6665-3475","affiliations":[{"raw_affiliation_string":"Research and Business Foundation, Korea University, Seoul 136701, Republic of Korea","institution_ids":["https://openalex.org/I27494661","https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000135103"],"corresponding_institution_ids":["https://openalex.org/I197347611","https://openalex.org/I27494661"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":6.7364,"has_fulltext":true,"cited_by_count":290,"citation_normalized_percentile":{"value":0.97463768,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"2013","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9988999962806702,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9973000288009644,"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/electroencephalography","display_name":"Electroencephalography","score":0.8994858860969543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6587293148040771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5585419535636902},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.5463701486587524},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.537071943283081},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.42484140396118164},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4135141670703888},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39311105012893677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3631138801574707},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3601204454898834},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3537294268608093},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3138231933116913},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09172829985618591}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8994858860969543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6587293148040771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5585419535636902},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.5463701486587524},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.537071943283081},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.42484140396118164},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4135141670703888},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39311105012893677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3631138801574707},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3601204454898834},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3537294268608093},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3138231933116913},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09172829985618591}],"mesh":[{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006804","descriptor_name":"Ergonomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1155/2013/573734","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/573734","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/573734.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:23634176","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23634176","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":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:e6f1db25a95741c1810e4b8727e18ac3","is_oa":true,"landing_page_url":"https://doaj.org/article/e6f1db25a95741c1810e4b8727e18ac3","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":"Computational and Mathematical Methods in Medicine, Vol 2013 (2013)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2636518","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3619694","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":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3619694","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3619694","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Math Methods Med","raw_type":"Text"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/9537","is_oa":false,"landing_page_url":"https://scholarworks.unist.ac.kr/handle/201301/9537","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ARTICLE"}],"best_oa_location":{"id":"doi:10.1155/2013/573734","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/573734","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/573734.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1489864065","display_name":null,"funder_award_id":"2012047239","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G2827050358","display_name":null,"funder_award_id":"20120006588","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3156099857","display_name":null,"funder_award_id":"R1210241","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G3253047088","display_name":null,"funder_award_id":"20120006588","funder_id":"https://openalex.org/F4320332195","funder_display_name":"Samsung"},{"id":"https://openalex.org/G5922847801","display_name":null,"funder_award_id":"R1210241","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6150591250","display_name":null,"funder_award_id":"2012047239","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":115,"referenced_works":["https://openalex.org/W111600957","https://openalex.org/W652662681","https://openalex.org/W1540596182","https://openalex.org/W1829924905","https://openalex.org/W1850764867","https://openalex.org/W1879526115","https://openalex.org/W1963525383","https://openalex.org/W1967541074","https://openalex.org/W1973676211","https://openalex.org/W1974323253","https://openalex.org/W1975132501","https://openalex.org/W1976402566","https://openalex.org/W1979626470","https://openalex.org/W1983792647","https://openalex.org/W1983939506","https://openalex.org/W1989978397","https://openalex.org/W1990168470","https://openalex.org/W1996614642","https://openalex.org/W2000683692","https://openalex.org/W2001097956","https://openalex.org/W2001651102","https://openalex.org/W2009494649","https://openalex.org/W2012289576","https://openalex.org/W2013336473","https://openalex.org/W2013634886","https://openalex.org/W2017687549","https://openalex.org/W2018010458","https://openalex.org/W2019608648","https://openalex.org/W2019664625","https://openalex.org/W2021466977","https://openalex.org/W2021867718","https://openalex.org/W2031788148","https://openalex.org/W2032307786","https://openalex.org/W2035083235","https://openalex.org/W2035820318","https://openalex.org/W2038679353","https://openalex.org/W2041142334","https://openalex.org/W2042485636","https://openalex.org/W2045468728","https://openalex.org/W2046596504","https://openalex.org/W2049567812","https://openalex.org/W2051786126","https://openalex.org/W2063500893","https://openalex.org/W2065096279","https://openalex.org/W2066921324","https://openalex.org/W2068550908","https://openalex.org/W2068948384","https://openalex.org/W2075604305","https://openalex.org/W2080648925","https://openalex.org/W2082383479","https://openalex.org/W2082664761","https://openalex.org/W2082772936","https://openalex.org/W2084333685","https://openalex.org/W2084494533","https://openalex.org/W2085652821","https://openalex.org/W2088385127","https://openalex.org/W2091517270","https://openalex.org/W2097171469","https://openalex.org/W2098373948","https://openalex.org/W2100147270","https://openalex.org/W2101089952","https://openalex.org/W2101751541","https://openalex.org/W2102998034","https://openalex.org/W2103472153","https://openalex.org/W2103691414","https://openalex.org/W2107361760","https://openalex.org/W2109073090","https://openalex.org/W2109586655","https://openalex.org/W2109773980","https://openalex.org/W2111143847","https://openalex.org/W2112945682","https://openalex.org/W2113359842","https://openalex.org/W2113392834","https://openalex.org/W2113782161","https://openalex.org/W2115223110","https://openalex.org/W2118526556","https://openalex.org/W2119580585","https://openalex.org/W2125956002","https://openalex.org/W2126390573","https://openalex.org/W2126429644","https://openalex.org/W2127040624","https://openalex.org/W2127864857","https://openalex.org/W2128366927","https://openalex.org/W2130617896","https://openalex.org/W2131379061","https://openalex.org/W2131975628","https://openalex.org/W2132889650","https://openalex.org/W2134031328","https://openalex.org/W2134602648","https://openalex.org/W2137496359","https://openalex.org/W2139104072","https://openalex.org/W2142239365","https://openalex.org/W2143796095","https://openalex.org/W2150732269","https://openalex.org/W2152171700","https://openalex.org/W2152476757","https://openalex.org/W2152772614","https://openalex.org/W2154411331","https://openalex.org/W2156848952","https://openalex.org/W2157084876","https://openalex.org/W2158495573","https://openalex.org/W2160410052","https://openalex.org/W2163145534","https://openalex.org/W2165949856","https://openalex.org/W2169064120","https://openalex.org/W2169473752","https://openalex.org/W2170883741","https://openalex.org/W2171063602","https://openalex.org/W2185830833","https://openalex.org/W2396294141","https://openalex.org/W2400445211","https://openalex.org/W4230181998","https://openalex.org/W4231404746","https://openalex.org/W4241220173","https://openalex.org/W4242160033"],"related_works":["https://openalex.org/W4313351211","https://openalex.org/W4360994129","https://openalex.org/W3125908420","https://openalex.org/W3038982524","https://openalex.org/W2800170478","https://openalex.org/W3031096864","https://openalex.org/W2138630609","https://openalex.org/W3014006921","https://openalex.org/W4380370144","https://openalex.org/W2552144562"],"abstract_inverted_index":{"A":[0],"growing":[1],"number":[2],"of":[3,18,107,120],"affective":[4,24],"computing":[5],"researches":[6],"recently":[7],"developed":[8,102],"a":[9],"computer":[10],"system":[11,150],"that":[12,99],"can":[13],"recognize":[14],"an":[15,146],"emotional":[16,34,50,64,74,122,135],"state":[17,75,136],"the":[19,96,133],"human":[20],"user":[21],"to":[22,32,81,103,109,114,131],"establish":[23],"human-computer":[25],"interactions.":[26],"Various":[27],"measures":[28],"have":[29,100],"been":[30,101],"used":[31],"estimate":[33,132],"states,":[35],"including":[36],"self-report,":[37],"startle":[38],"response,":[39,41],"behavioral":[40],"autonomic":[42],"measurement,":[43],"and":[44,70,86,151],"neurophysiologic":[45],"measurement.":[46],"Among":[47],"them,":[48],"inferring":[49],"states":[51,65],"from":[52,84],"electroencephalography":[53],"(EEG)":[54],"has":[55],"received":[56],"considerable":[57],"attention":[58],"as":[59],"EEG":[60,89,105,116],"could":[61],"directly":[62],"reflect":[63],"with":[66],"relatively":[67],"low":[68],"costs":[69],"simplicity.":[71],"Yet,":[72],"EEG-based":[73,147],"estimation":[76],"requires":[77],"well-designed":[78],"computational":[79,97],"methods":[80,98],"extract":[82,110],"information":[83],"complex":[85],"noisy":[87],"multichannel":[88],"data.":[90],"In":[91],"this":[92],"paper,":[93],"we":[94],"review":[95],"deduct":[104],"indices":[106],"emotion,":[108],"emotion-related":[111],"features,":[112],"or":[113],"classify":[115],"signals":[117],"into":[118],"one":[119],"many":[121],"states.":[123],"We":[124,140],"also":[125],"propose":[126],"using":[127],"sequential":[128],"Bayesian":[129],"inference":[130],"continuous":[134],"in":[137],"real":[138],"time.":[139],"present":[141],"current":[142],"challenges":[143],"for":[144],"building":[145],"emotion":[148],"recognition":[149],"suggest":[152],"some":[153],"future":[154],"directions.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":38},{"year":2020,"cited_by_count":41},{"year":2019,"cited_by_count":30},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":19},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}