{"id":"https://openalex.org/W4377089313","doi":"https://doi.org/10.1109/ner52421.2023.10123777","title":"Identifying Artistic Expertise Difference in Emotion Recognition in Response to Oil Paintings","display_name":"Identifying Artistic Expertise Difference in Emotion Recognition in Response to Oil Paintings","publication_year":2023,"publication_date":"2023-04-24","ids":{"openalex":"https://openalex.org/W4377089313","doi":"https://doi.org/10.1109/ner52421.2023.10123777"},"language":"en","primary_location":{"id":"doi:10.1109/ner52421.2023.10123777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner52421.2023.10123777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},"type":"article","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/A5001885239","display_name":"Yu-Ting Lan","orcid":"https://orcid.org/0000-0001-7132-5548"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu-Ting Lan","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075539695","display_name":"Ze-Chen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze-Chen Li","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101770440","display_name":"Dan Peng","orcid":"https://orcid.org/0000-0002-8988-4193"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Peng","raw_affiliation_strings":["Shanghai Jiao Tong University, School of Medicine,RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital","RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital, Shanghai Jiao Tong University, School of Medicine"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, School of Medicine,RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital","institution_ids":["https://openalex.org/I2801556517"]},{"raw_affiliation_string":"RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital, Shanghai Jiao Tong University, School of Medicine","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056335002","display_name":"Wei\u2010Long Zheng","orcid":"https://orcid.org/0000-0002-9474-6369"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Long Zheng","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040440605","display_name":"Bao\u2010Liang Lu","orcid":"https://orcid.org/0000-0001-8359-0058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bao-Liang Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering","Department of Computer Science and Engineering, Shanghai Jiao Tong University","RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital, Shanghai Jiao Tong University, School of Medicine"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"RuiJin-Mihoyo Laboratory, Clinical Neuroscience Center, RuiJin Hospital, Shanghai Jiao Tong University, School of Medicine","institution_ids":["https://openalex.org/I2801556517","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001885239"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46178693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9975000023841858,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9975000023841858,"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/T12032","display_name":"Multisensory perception and integration","score":0.9858999848365784,"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/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9785000085830688,"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":0.5915533900260925},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5545432567596436},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.535506010055542},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5059813857078552},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.48733481764793396},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4770219326019287},{"id":"https://openalex.org/keywords/neural-correlates-of-consciousness","display_name":"Neural correlates of consciousness","score":0.43138957023620605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4199680685997009},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4163101315498352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3967162072658539},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09014123678207397},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08074095845222473}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5915533900260925},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5545432567596436},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.535506010055542},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5059813857078552},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.48733481764793396},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4770219326019287},{"id":"https://openalex.org/C129564537","wikidata":"https://www.wikidata.org/wiki/Q1460873","display_name":"Neural correlates of consciousness","level":3,"score":0.43138957023620605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4199680685997009},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4163101315498352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3967162072658539},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09014123678207397},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08074095845222473},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ner52421.2023.10123777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner52421.2023.10123777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G143590983","display_name":null,"funder_award_id":"61976135","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1970727126","https://openalex.org/W1994059852","https://openalex.org/W2042274189","https://openalex.org/W2051037982","https://openalex.org/W2053213880","https://openalex.org/W2062450948","https://openalex.org/W2081659377","https://openalex.org/W2091668789","https://openalex.org/W2324965047","https://openalex.org/W2942331040","https://openalex.org/W2962905870","https://openalex.org/W4206238148","https://openalex.org/W4206694574","https://openalex.org/W4295422609"],"related_works":["https://openalex.org/W2580687016","https://openalex.org/W2886265999","https://openalex.org/W2383951830","https://openalex.org/W1591565242","https://openalex.org/W2369092230","https://openalex.org/W2357187602","https://openalex.org/W2940819518","https://openalex.org/W2233552742","https://openalex.org/W2389267382","https://openalex.org/W2365130165"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"have":[2],"been":[3],"conducted":[4],"on":[5],"building":[6],"emotion":[7,31,51,84,98,116,133,178],"recognition":[8,32,52,85,99,129],"frameworks":[9],"and":[10,17,28,58,66,88,123,165,170,188,202],"enhancing":[11],"their":[12],"performances":[13],"using":[14],"Electroencephalography":[15],"(EEG)":[16],"eye":[18],"tracking":[19],"signals.":[20],"However,":[21],"the":[22,44,60,77,96,102,107,111,124,135,141,145,149,180,185],"differences":[23,61,159],"between":[24,62],"experts":[25,63],"in":[26,30,53,64,82,90,131,148,162,179,184],"art":[27,65],"non-experts":[29],"still":[33],"remain":[34],"to":[35,55,92],"be":[36],"elucidated.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41],"systematically":[42],"evaluate":[43],"performance":[45],"of":[46,80,101,110,121,144,197],"various":[47],"computational":[48],"models":[49],"for":[50,114,176],"response":[54,91],"oil":[56,93],"paintings":[57],"identify":[59],"non-experts.":[67],"The":[68,152,168],"experimental":[69,153],"results":[70,154],"demonstrate":[71],"that":[72,120,156],"Transformer":[73],"neural":[74,142,157],"networks":[75],"achieve":[76],"highest":[78],"accuracies":[79,100],"65.27%":[81],"three-category":[83],"(negative,":[86],"neutral,":[87],"positive)":[89],"paintings.":[94],"Although":[95],"overall":[97],"two":[103,150],"groups":[104],"are":[105,173],"similar,":[106],"mean":[108],"accuracy":[109,130],"non-expert":[112,136],"group":[113,126,183],"positive":[115,177],"is":[117],"higher":[118,128],"than":[119,134],"experts,":[122],"expert":[125,182],"has":[127],"neutral":[132],"group.":[137],"We":[138],"further":[139],"investigate":[140],"patterns":[143],"three":[146],"emotions":[147,164],"groups.":[151],"indicate":[155],"pattern":[158],"do":[160],"exist":[161],"both":[163],"artistic":[166,181],"expertise.":[167],"parietal":[169],"occipital":[171],"lobes":[172],"more":[174],"activated":[175],"alpha,":[186],"beta,":[187],"gamma":[189],"bands.":[190],"Our":[191],"proposed":[192],"methods":[193],"provide":[194],"an":[195],"understanding":[196],"underlying":[198],"emotion-expertise":[199],"neurological":[200],"mechanisms":[201],"cognitive":[203],"processes.":[204]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}