{"id":"https://openalex.org/W2013247247","doi":"https://doi.org/10.1109/iww-bci.2013.6506629","title":"Eeg-based emotion recogntion during emotionally evocative films","display_name":"Eeg-based emotion recogntion during emotionally evocative films","publication_year":2013,"publication_date":"2013-02-01","ids":{"openalex":"https://openalex.org/W2013247247","doi":"https://doi.org/10.1109/iww-bci.2013.6506629","mag":"2013247247"},"language":"en","primary_location":{"id":"doi:10.1109/iww-bci.2013.6506629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2013.6506629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Winter Workshop on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010456493","display_name":"Misook Park","orcid":"https://orcid.org/0000-0001-9471-4415"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mi-Sook Park","raw_affiliation_strings":["Department of Psychology, Chungnam National University, Daejeon, S. Korea","Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Chungnam National University, Daejeon, S. Korea","institution_ids":["https://openalex.org/I196345858"]},{"raw_affiliation_string":"Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016861770","display_name":"Hyeong\u2010Seok Oh","orcid":"https://orcid.org/0009-0009-6691-6410"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeong-Seok Oh","raw_affiliation_strings":["Department of Psychology, Chungnam National University, Daejeon, S. Korea","Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Chungnam National University, Daejeon, S. Korea","institution_ids":["https://openalex.org/I196345858"]},{"raw_affiliation_string":"Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052101445","display_name":"Hoyeon Jeong","orcid":"https://orcid.org/0000-0001-6812-9343"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoyeon Jeong","raw_affiliation_strings":["Department of Psychology, Chungnam National University, Daejeon, S. Korea","Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Chungnam National University, Daejeon, S. Korea","institution_ids":["https://openalex.org/I196345858"]},{"raw_affiliation_string":"Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009054709","display_name":"Jin\u2010Hun Sohn","orcid":"https://orcid.org/0000-0002-1062-3282"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin-Hun Sohn","raw_affiliation_strings":["Department of Psychology, Chungnam National University, Daejeon, S. Korea","Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Chungnam National University, Daejeon, S. Korea","institution_ids":["https://openalex.org/I196345858"]},{"raw_affiliation_string":"Department of Psychology, Brain Research Institute, Chungnam National University, Daejeon, S. Korea, 305-764","institution_ids":["https://openalex.org/I196345858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":null,"apc_paid":null,"fwci":0.3963,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.54237668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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":0.9994999766349792,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8274832963943481},{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.7918638586997986},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.7728433609008789},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.6872816681861877},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.6720799207687378},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.6704481244087219},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6169869899749756},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5279093384742737},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45314982533454895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4456068277359009},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44485822319984436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44065895676612854},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.43263518810272217},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4112909734249115},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.16649416089057922},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.11577704548835754},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07883504033088684}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8274832963943481},{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.7918638586997986},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.7728433609008789},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.6872816681861877},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.6720799207687378},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.6704481244087219},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6169869899749756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5279093384742737},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45314982533454895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4456068277359009},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44485822319984436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44065895676612854},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.43263518810272217},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4112909734249115},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.16649416089057922},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.11577704548835754},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07883504033088684},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iww-bci.2013.6506629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iww-bci.2013.6506629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Winter Workshop on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1575201818","https://openalex.org/W2025751302","https://openalex.org/W2040317752","https://openalex.org/W2045493030"],"related_works":["https://openalex.org/W2945121592","https://openalex.org/W4308769266","https://openalex.org/W4305042383","https://openalex.org/W2546649374","https://openalex.org/W2773396412","https://openalex.org/W1550318927","https://openalex.org/W4380854332","https://openalex.org/W2184859701","https://openalex.org/W4380370144","https://openalex.org/W4386232293"],"abstract_inverted_index":{"It":[0],"is":[1],"difficult":[2],"to":[3,34,69],"classify":[4,35],"anger,":[5],"fear,":[6],"and":[7,25],"surprise":[8],"emotions":[9,19,37,65],"with":[10],"autonomic":[11],"nervous":[12],"system":[13],"response":[14],"patterns,":[15],"because":[16],"these":[17],"three":[18,36,47,64],"show":[20],"similar":[21],"levels":[22],"of":[23,30,49],"valence":[24],"arousal":[26],"dimensions.":[27],"The":[28],"purpose":[29],"this":[31],"study":[32],"was":[33,58],"by":[38],"using":[39,46],"EEG":[40,50,74],"signals.":[41,75],"Linear":[42],"discriminant":[43],"analysis":[44],"(LDA)":[45],"types":[48],"characteristics":[51],"showed":[52],"that":[53,63],"the":[54],"mean":[55],"recognition":[56],"accuracy":[57],"66.3%.":[59],"These":[60],"findings":[61],"reveal":[62],"were":[66],"successfully":[67],"able":[68],"be":[70],"classified":[71],"based":[72],"on":[73]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}