{"id":"https://openalex.org/W7161629427","doi":"https://doi.org/10.20965/jaciii.2026.p0839","title":"Emotion Analysis in the Human Brain Evoked by Language Stimulation","display_name":"Emotion Analysis in the Human Brain Evoked by Language Stimulation","publication_year":2026,"publication_date":"2026-05-19","ids":{"openalex":"https://openalex.org/W7161629427","doi":"https://doi.org/10.20965/jaciii.2026.p0839"},"language":"en","primary_location":{"id":"doi:10.20965/jaciii.2026.p0839","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p0839","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.20965/jaciii.2026.p0839","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Eri Miura","orcid":"https://orcid.org/0009-0009-2352-3887"},"institutions":[{"id":"https://openalex.org/I26120043","display_name":"Ochanomizu University","ror":"https://ror.org/03599d813","country_code":"JP","type":"education","lineage":["https://openalex.org/I26120043"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eri Miura","raw_affiliation_strings":["Ochanomizu University, 2-1-1 Ohtsuka, Bunkyo-ku, Tokyo 112-8610, Japan"],"raw_orcid":"https://orcid.org/0009-0009-2352-3887","affiliations":[{"raw_affiliation_string":"Ochanomizu University, 2-1-1 Ohtsuka, Bunkyo-ku, Tokyo 112-8610, Japan","institution_ids":["https://openalex.org/I26120043"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ichiro Kobayashi","orcid":"https://orcid.org/0000-0001-7789-475X"},"institutions":[{"id":"https://openalex.org/I26120043","display_name":"Ochanomizu University","ror":"https://ror.org/03599d813","country_code":"JP","type":"education","lineage":["https://openalex.org/I26120043"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ichiro Kobayashi","raw_affiliation_strings":["Ochanomizu University, 2-1-1 Ohtsuka, Bunkyo-ku, Tokyo 112-8610, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7789-475X","affiliations":[{"raw_affiliation_string":"Ochanomizu University, 2-1-1 Ohtsuka, Bunkyo-ku, Tokyo 112-8610, Japan","institution_ids":["https://openalex.org/I26120043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80681651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"3","first_page":"839","last_page":"858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.30230000615119934,"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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.30230000615119934,"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/T11431","display_name":"Action Observation and Synchronization","score":0.2808000147342682,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.1477999985218048,"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/narrative","display_name":"Narrative","score":0.6304000020027161},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6100999712944031},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5828999876976013},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.491100013256073},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.42309999465942383},{"id":"https://openalex.org/keywords/spoken-language","display_name":"Spoken language","score":0.41359999775886536},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4108000099658966},{"id":"https://openalex.org/keywords/human-brain","display_name":"Human brain","score":0.3849000036716461},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.382099986076355}],"concepts":[{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.6304000020027161},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6100999712944031},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5828999876976013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5785999894142151},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.491100013256073},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.42309999465942383},{"id":"https://openalex.org/C2776230583","wikidata":"https://www.wikidata.org/wiki/Q1322198","display_name":"Spoken language","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4023999869823456},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3946000039577484},{"id":"https://openalex.org/C2777670902","wikidata":"https://www.wikidata.org/wiki/Q492038","display_name":"Human brain","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.382099986076355},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.375},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3377000093460083},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33660000562667847},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C2985799443","wikidata":"https://www.wikidata.org/wiki/Q4955838","display_name":"Brain stimulation","level":3,"score":0.3179999887943268},{"id":"https://openalex.org/C30539005","wikidata":"https://www.wikidata.org/wiki/Q1066689","display_name":"Human communication","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.2800000011920929},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.2777000069618225},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.271699994802475},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.26170000433921814},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C155614148","wikidata":"https://www.wikidata.org/wiki/Q215948","display_name":"Neurolinguistics","level":4,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.20965/jaciii.2026.p0839","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p0839","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.20965/jaciii.2026.p0839","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p0839","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8858577013015747,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6388549651","display_name":null,"funder_award_id":"21H05061","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1631649405","https://openalex.org/W2004873925","https://openalex.org/W2009805354","https://openalex.org/W2011589116","https://openalex.org/W2024988985","https://openalex.org/W2029504801","https://openalex.org/W2047116924","https://openalex.org/W2063951486","https://openalex.org/W2098038869","https://openalex.org/W2105931454","https://openalex.org/W2110957653","https://openalex.org/W2344975321","https://openalex.org/W2397596160","https://openalex.org/W2523148522","https://openalex.org/W2604373438","https://openalex.org/W2752234108","https://openalex.org/W2905841571","https://openalex.org/W2945290257","https://openalex.org/W2950247511","https://openalex.org/W3049142153","https://openalex.org/W3101254306","https://openalex.org/W3154773080","https://openalex.org/W4237530378","https://openalex.org/W4293463483","https://openalex.org/W4376598554","https://openalex.org/W4400463723","https://openalex.org/W4402028338","https://openalex.org/W4406120342","https://openalex.org/W4412959787"],"related_works":[],"abstract_inverted_index":{"Advances":[0],"in":[1,40,46,168,174],"neural":[2,20,114],"recording":[3],"and":[4,59,68,95,100,129,145,148,153,171],"deep":[5],"learning":[6],"have":[7],"enabled":[8],"a":[9,169],"more":[10],"precise":[11],"analysis":[12],"of":[13,22],"how":[14,37],"the":[15,84,159,175],"brain":[16,47,109],"processes":[17],"language.":[18],"However,":[19],"representations":[21],"diverse":[23],"emotions":[24],"during":[25],"natural":[26,164],"narrative":[27,52,66],"language":[28,43,165],"comprehension":[29],"remains":[30],"unclear.":[31],"In":[32],"this":[33],"study,":[34],"we":[35,116],"investigated":[36],"emotional":[38,128,160],"content":[39,180],"naturalistic":[41],"spoken":[42],"is":[44,166],"reflected":[45],"activity":[48,135],"using":[49,83],"two":[50],"independent":[51],"functional":[53],"magnetic":[54],"resonance":[55],"imaging":[56],"datasets:":[57],"Alice":[58],"Le":[60],"Petit":[61],"Prince.":[62],"Participants":[63],"listened":[64],"to":[65,102,107],"readings":[67],"their":[69],"blood-oxygenation-level-dependent":[70],"responses":[71],"were":[72,98,137,149],"recorded.":[73],"An":[74],"emotion":[75],"recognition":[76],"model":[77],"was":[78],"developed":[79],"by":[80],"fine-tuning":[81],"BERT":[82],"GoEmotions":[85],"dataset":[86],"together":[87],"with":[88,143],"sentence-level":[89],"annotations":[90],"for":[91],"80":[92],"emotions.":[93],"Emotional":[94],"linguistic":[96,121,130,179],"features":[97,122],"extracted":[99],"used":[101],"train":[103],"voxel-wise":[104],"encoding":[105],"models":[106],"predict":[108],"activity.":[110],"To":[111],"examine":[112],"emotion-related":[113,134],"representations,":[115],"subtracted":[117],"predictions":[118],"based":[119,125],"on":[120,126],"from":[123],"those":[124],"combined":[127],"features.":[131],"The":[132],"resulting":[133],"patterns":[136],"distributed":[138,172],"across":[139,151],"cortical":[140],"regions":[141],"associated":[142],"affective":[144],"semantic":[146],"processing":[147],"consistent":[150],"subjects":[152],"datasets.":[154],"These":[155],"findings":[156],"indicate":[157],"that":[158],"meaning":[161],"conveyed":[162],"through":[163],"represented":[167],"graded":[170],"manner":[173],"human":[176],"brain,":[177],"beyond":[178],"alone.":[181]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-19T00:00:00"}
