{"id":"https://openalex.org/W2086409382","doi":"https://doi.org/10.5391/jkiis.2007.17.6.832","title":"Brain-wave Analysis using fMRI, TRS and EEG for Human Emotion Recognition","display_name":"Brain-wave Analysis using fMRI, TRS and EEG for Human Emotion Recognition","publication_year":2007,"publication_date":"2007-12-25","ids":{"openalex":"https://openalex.org/W2086409382","doi":"https://doi.org/10.5391/jkiis.2007.17.6.832","mag":"2086409382"},"language":"en","primary_location":{"id":"doi:10.5391/jkiis.2007.17.6.832","doi":"https://doi.org/10.5391/jkiis.2007.17.6.832","is_oa":false,"landing_page_url":"https://doi.org/10.5391/jkiis.2007.17.6.832","pdf_url":null,"source":{"id":"https://openalex.org/S2911927402","display_name":"Journal of Korean institute of intelligent systems","issn_l":"1976-9172","issn":["1976-9172","2288-2324"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":"https://openalex.org/P4327628602","host_organization_name":"Korean Institute of Intelligent Systems","host_organization_lineage":["https://openalex.org/P4327628602"],"host_organization_lineage_names":["Korean Institute of Intelligent Systems"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korean Institute of Intelligent Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5057147799","display_name":"Ho-Duck Kim","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ho-Duck Kim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5022121912","display_name":"Kwee-Bo Sim","orcid":"https://orcid.org/0000-0002-7100-1268","observed_orcids":["https://orcid.org/0000-0002-7100-1268"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwee-Bo Sim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7161,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78651718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"17","issue":"6","first_page":"832","last_page":"837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9185000061988831,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9185000061988831,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.07540000230073929,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/human-emotion-recognition","display_name":"human emotion recognition","score":0.878000020980835},{"id":"https://openalex.org/keywords/brain-activity-measurement","display_name":"brain activity measurement","score":0.6779999732971191},{"id":"https://openalex.org/keywords/fmri","display_name":"functional MRI","score":0.8429999947547913},{"id":"https://openalex.org/keywords/time-resolved-spectroscopy","display_name":"time-resolved spectroscopy","score":0.9290000200271606},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.6290000081062317},{"id":"https://openalex.org/keywords/multimodal-neuroimaging","display_name":"multimodal neuroimaging","score":0.6330000162124634},{"id":"https://openalex.org/keywords/low-frequency-noise-removal","display_name":"low-frequency noise removal","score":0.6150000095367432},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.4000000059604645},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.5289999842643738}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.9089676141738892},{"id":"https://openalex.org/C125990524","wikidata":"https://www.wikidata.org/wiki/Q5322921","display_name":"EEG-fMRI","level":3,"score":0.8763608932495117},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6971479654312134},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.6302178502082825},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48975396156311035},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.42943358421325684},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.42808911204338074},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.41882017254829407},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3883894383907318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3699621558189392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30103105306625366},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12908479571342468},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5391/jkiis.2007.17.6.832","doi":"https://doi.org/10.5391/jkiis.2007.17.6.832","is_oa":false,"landing_page_url":"https://doi.org/10.5391/jkiis.2007.17.6.832","pdf_url":null,"source":{"id":"https://openalex.org/S2911927402","display_name":"Journal of Korean institute of intelligent systems","issn_l":"1976-9172","issn":["1976-9172","2288-2324"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["kci-registered"],"host_organization":"https://openalex.org/P4327628602","host_organization_name":"Korean Institute of Intelligent Systems","host_organization_lineage":["https://openalex.org/P4327628602"],"host_organization_lineage_names":["Korean Institute of Intelligent Systems"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Korean Institute of Intelligent Systems","raw_type":"journal-article"},{"id":"mag:2125849636","doi":null,"is_oa":false,"landing_page_url":"http://dspace.kci.go.kr/handle/kci/388693","pdf_url":null,"source":{"id":"https://openalex.org/S4306496591","display_name":"\ud55c\uad6d\uc9c0\ub2a5\uc2dc\uc2a4\ud15c\ud559\ud68c \ud559\uc220\ubc1c\ud45c \ub17c\ubb38\uc9d1","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"\ud55c\uad6d\uc9c0\ub2a5\uc2dc\uc2a4\ud15c\ud559\ud68c \ud559\uc220\ubc1c\ud45c \ub17c\ubb38\uc9d1","raw_type":null},{"id":"mag:2335893660","doi":null,"is_oa":false,"landing_page_url":"http://scholar.ndsl.kr/schDetail.do?cn=JAKO200714364664436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46810001134872437}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2125849636","https://openalex.org/W1966366022","https://openalex.org/W1703729643","https://openalex.org/W1594901531","https://openalex.org/W1914671556","https://openalex.org/W3128619786","https://openalex.org/W2528416362","https://openalex.org/W2417191507","https://openalex.org/W6926629038","https://openalex.org/W3005193135"],"abstract_inverted_index":{"\ub9ce\uc740":[0,57],"\uc5f0\uad6c\uc790\ub4e4\uc740":[1],"\uc778\uac04\uc758":[2,39],"\uc0ac\uace0\ub97c":[3],"functional":[4,141],"Magnetic":[5,142],"Resonance":[6,143],"Imaging":[7,144],"(fMRI),":[8,145],"Time":[9,146],"Resolved":[10,147],"Spectroscopy(TRS),":[11,148],"Electroencephalography(EEG)\ub4f1\uc744":[12],"\uc774\uc6a9\ud574\uc11c":[13,50],"\ub450\ub1cc":[14,52,94],"\ud65c\ub3d9":[15,95],"\uc601\uc5ed\uc744":[16],"\uc5f0\uad6c\ud558\uace0":[17],"\uc788\ub2e4.":[18,71,86],"\uc8fc\ub85c":[19],"\uc758\ud559":[20],"\ubd84\uc57c\uc640":[21],"\uc2ec\ub9ac\ud559\uc758":[22],"\uc601\uc5ed\uc5d0\uc11c":[23],"\ub450\ub1cc\uc758":[24,74],"\ud65c\ub3d9\uc744":[25,53,75],"\uc5f0\uad6c\ud558\uc5ec":[26],"\uac04\uc9c8\uc774\ub098":[27],"\ubc1c\uc791\uc744":[28],"\uc54c\uc544\ub0b4\uace0":[29],"\uac70\uc9d3\ub9d0":[30],"\ud0d0\uc9c0":[31],"\ubd84\uc57c\uc5d0\uc11c\ub3c4":[32],"\uc0ac\uc6a9\ub41c\ub2e4.":[33],"\ubcf8":[34,87],"\ub17c\ubb38\uc5d0\uc11c\ub294":[35],"\uc0ac\ub78c\uc758":[36,51],"\ub450\ub1cc\ud65c\ub3d9\uc744":[37],"\uce21\uc815\ud558\uc5ec":[38,92],"\uac10\uc815\uc744":[40],"\uc778\uc2dd\ud558\ub294":[41],"\uc5f0\uad6c\uc5d0":[42],"\uc911\uc810\uc744":[43,83],"\ub450\uc5c8\ub2e4.":[44],"\ud2b9\ud788,":[45],"fMRI\uc640":[46,65,89],"TRS":[47,218],"\uadf8\ub9ac\uace0":[48],"EEG\ub97c":[49,66],"\uce21\uc815\ud558\ub294":[54,68],"\uc5f0\uad6c\ub97c":[55,69],"\ud558\uc600\ub2e4.":[56],"\uc5f0\uad6c\uc790\ub4e4\uc774":[58],"\ud55c":[59],"\uac00\uc9c0":[60],"\uce21\uc815":[61,77],"\uc7a5\uce58\ub9cc\uc744":[62],"\uc0ac\uc6a9\ud558\uc5ec\uc11c":[63],"\uce21\uc815\ud558\uac70\ub098":[64,76],"\ub3d9\uc2dc\uc5d0":[67,91],"\uc9c4\ud589\ud558\uace0":[70],"\ud604\uc7ac\uc5d0\ub294":[72],"\ub2e8\uc21c\ud788":[73],"\uc2dc":[78],"\ubc1c\uc0dd\ud558\ub294":[79],"\uc7a1\uc74c\ub4e4\uc744":[80],"\uc81c\uac70\ud558\ub294":[81],"\uc5f0\uad6c\ub4e4\uc5d0":[82],"\ub450\uace0":[84],"\uc9c4\ud589\ub418\uace0":[85],"\uc5f0\uad6c\uc5d0\uc11c\ub294":[88],"TRS\ub97c":[90],"\uc5bb\uc740":[93],"\ub370\uc774\ud130\ub97c":[96],"\uac00\uc9c0\uace0":[97,109],"\uac10\uc815\uc5d0":[98],"\ub530\ub978":[99],"\ud65c\ub3d9\uc601\uc5ed\uc758":[100],"EEG":[101,104,184,231,237,270],"\uc2e0\ud638\ub97c":[102],"\uce21\uc815\ud558\uc600\ub2e4.":[103],"\uc2e0\ud638\ubd84\uc11d\uc5d0":[105],"\uc788\uc5b4\uc11c":[106],"\uae30\uc874\uc758":[107],"\ub1cc\ud30c\ub9cc\uc744":[108],"\ud2b9\uc9d5\uc744":[110],"\ucc3e\uc544\ub0b4\ub294":[111],"\uac83\uc744":[112],"\ub118\uc5b4\uc11c":[113],"\uac01\uac01\uc758":[114],"\ucc44\ub110\uc5d0\uc11c":[115],"\uae30\ub85d\ub418\ub294":[116],"\ub1cc\ud30c\uc758":[117],"\ud30c\ud615\uc744":[118],"\uc8fc\ud30c\uc218\uc5d0":[119],"\ub530\ub77c\uc11c":[120],"\ubd84\ub958\ud558\uace0":[121],"\uc815\ud655\ud55c":[122],"\uce21\uc815\uc744":[123],"\uc704\ud574":[124],"\ub0ae\uc740":[125],"\uc8fc\ud30c\uc218\ub97c":[126],"\uc81c\uac70\ud558\uace0":[127],"\uc5f0\uad6c\uc790\uac00":[128],"\ud544\uc694\ud55c":[129],"\ubd80\ubd84\uc758":[130],"\ub1cc\ud30c\ub97c":[131],"\ubd84\uc11d\ud558\uc600\ub2e4.":[132],"Many":[133],"researchers":[134],"are":[135,153,190],"studying":[136],"brain":[137,176,187,192,220,247],"activity":[138,188,221],"to":[139,194,201,253,267],"using":[140],"Electroencephalography(EEG),":[149],"and":[150,160,183,205,217,225],"etc.":[151],"They":[152],"used":[154],"detection":[155,162],"of":[156,215,230],"seizures":[157],"or":[158,200],"epilepsy":[159],"deception":[161],"in":[163,246],"the":[164],"main.":[165],"In":[166],"this":[167],"paper,":[168],"we":[169,212,227,234,261],"focus":[170,235],"on":[171,236],"emotion":[172],"recognition":[173],"by":[174],"recording":[175],"waves.":[177],"We":[178,240],"specially":[179],"use":[180,202],"fMRI,":[181],"TRS,":[182],"for":[185,269],"measuring":[186,198],"Researchers":[189],"experimenting":[191],"waves":[193,248],"get":[195],"only":[196,243],"a":[197],"apparatus":[199],"both":[203],"fMRI":[204,216],"EEG.":[206],"This":[207],"paper":[208],"is":[209],"measured":[210],"that":[211],"take":[213,228],"images":[214],"about":[219],"as":[222,258],"human":[223],"emotions":[224],"then":[226],"data":[229],"signals.":[232],"Especially,":[233],"signals":[238],"analysis.":[239],"analyze":[241],"not":[242],"original":[244],"features":[245,252],"but":[249],"also":[250],"transferred":[251],"classify":[254],"into":[255],"five":[256],"sections":[257],"frequency.":[259],"And":[260],"eliminate":[262],"low":[263],"frequency":[264],"from":[265],"0.2":[266],"4Hz":[268],"artifacts":[271],"elimination.":[272]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}