{"id":"https://openalex.org/W2913218058","doi":"https://doi.org/10.1145/3233184","title":"Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals","display_name":"Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals","publication_year":2019,"publication_date":"2019-01-24","ids":{"openalex":"https://openalex.org/W2913218058","doi":"https://doi.org/10.1145/3233184","mag":"2913218058"},"language":"en","primary_location":{"id":"doi:10.1145/3233184","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3233184","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.lancs.ac.uk/id/eprint/131551/1/PersonalityTOMM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051149140","display_name":"Sicheng Zhao","orcid":"https://orcid.org/0000-0001-5843-6411"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Sicheng Zhao","raw_affiliation_strings":["Tsinghua University, China and University of California Berkeley, Berkeley"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China and University of California Berkeley, Berkeley","institution_ids":["https://openalex.org/I95457486","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106942880","display_name":"Amir Gholaminejad","orcid":"https://orcid.org/0000-0003-1374-3105"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir Gholaminejad","raw_affiliation_strings":["University of California Berkeley, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California Berkeley, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057732142","display_name":"Guiguang Ding","orcid":"https://orcid.org/0000-0003-0137-9975"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiguang Ding","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602494","display_name":"Yue Gao","orcid":"https://orcid.org/0000-0002-4971-590X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046605531","display_name":"Jungong Han","orcid":"https://orcid.org/0000-0003-4361-956X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jungong Han","raw_affiliation_strings":["Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047285420","display_name":"Kurt Keutzer","orcid":"https://orcid.org/0000-0003-3868-8501"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt Keutzer","raw_affiliation_strings":["University of California Berkeley, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California Berkeley, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051149140"],"corresponding_institution_ids":["https://openalex.org/I95457486","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":9.1336,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.98204693,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"1s","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9858999848365784,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9800999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.7480905055999756},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6958786249160767},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.6387236714363098},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5744108557701111},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5523147583007812},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.49606046080589294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47717538475990295},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.4669934809207916},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.4600188136100769},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4518272280693054},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3972168564796448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3747585415840149},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.34789425134658813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33913734555244446},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20495644211769104},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20433944463729858},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19001242518424988}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.7480905055999756},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6958786249160767},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6387236714363098},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5744108557701111},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5523147583007812},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.49606046080589294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47717538475990295},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.4669934809207916},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.4600188136100769},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4518272280693054},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3972168564796448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3747585415840149},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.34789425134658813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33913734555244446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20495644211769104},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20433944463729858},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19001242518424988},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3233184","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3233184","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:131551","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/131551/1/PersonalityTOMM.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.lancs.ac.uk:131551","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/131551/1/PersonalityTOMM.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3537034801","display_name":null,"funder_award_id":"2018T110100, 2017M610897","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4317519900","display_name":null,"funder_award_id":"61701273, 61571269, 61671267","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6523581374","display_name":null,"funder_award_id":"2017YFC011300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2913218058.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1015866886","https://openalex.org/W1557295348","https://openalex.org/W1583278551","https://openalex.org/W1587447546","https://openalex.org/W1982453072","https://openalex.org/W1983507146","https://openalex.org/W1985867508","https://openalex.org/W1989085630","https://openalex.org/W1989889610","https://openalex.org/W1994348490","https://openalex.org/W1994477474","https://openalex.org/W1999905196","https://openalex.org/W2002055708","https://openalex.org/W2014854862","https://openalex.org/W2036593095","https://openalex.org/W2042107328","https://openalex.org/W2044807399","https://openalex.org/W2053101950","https://openalex.org/W2063948594","https://openalex.org/W2068078373","https://openalex.org/W2068124150","https://openalex.org/W2072409449","https://openalex.org/W2074356411","https://openalex.org/W2077697924","https://openalex.org/W2078861472","https://openalex.org/W2089809964","https://openalex.org/W2095609079","https://openalex.org/W2103184652","https://openalex.org/W2104084893","https://openalex.org/W2105809983","https://openalex.org/W2112008792","https://openalex.org/W2122098299","https://openalex.org/W2126443315","https://openalex.org/W2145710484","https://openalex.org/W2160597582","https://openalex.org/W2163937424","https://openalex.org/W2164368909","https://openalex.org/W2170057991","https://openalex.org/W2173163709","https://openalex.org/W2184188583","https://openalex.org/W2255886035","https://openalex.org/W2292664336","https://openalex.org/W2397331935","https://openalex.org/W2402996339","https://openalex.org/W2430424407","https://openalex.org/W2462290672","https://openalex.org/W2493827564","https://openalex.org/W2525579820","https://openalex.org/W2525668096","https://openalex.org/W2527200148","https://openalex.org/W2528729631","https://openalex.org/W2531468424","https://openalex.org/W2547146855","https://openalex.org/W2552972371","https://openalex.org/W2584561145","https://openalex.org/W2587125530","https://openalex.org/W2598291992","https://openalex.org/W2739556897","https://openalex.org/W2741561025","https://openalex.org/W2765354427","https://openalex.org/W2766251611","https://openalex.org/W2786877691","https://openalex.org/W2787552263","https://openalex.org/W2790763247","https://openalex.org/W2808081143","https://openalex.org/W2950669807","https://openalex.org/W3006305366"],"related_works":["https://openalex.org/W4376608589","https://openalex.org/W3138003926","https://openalex.org/W4300037846","https://openalex.org/W1630514295","https://openalex.org/W1537073411","https://openalex.org/W2963081352","https://openalex.org/W4376608938","https://openalex.org/W4288275998","https://openalex.org/W4301143707","https://openalex.org/W2952745240"],"abstract_inverted_index":{"Due":[0],"to":[1,8,60,157,187],"the":[2,27,36,62,91,99,107,117,124,130,133,145,172,176,179,182,188],"subjective":[3],"responses":[4],"of":[5,31,64,110,121,135,181],"different":[6,48,95,108,127],"subjects":[7,49,96,128,137],"physical":[9],"stimuli,":[10],"emotion":[11,159,164,190],"recognition":[12,191],"methodologies":[13],"from":[14],"physiological":[15,29,100],"signals":[16],"are":[17,148,161],"increasingly":[18],"becoming":[19],"personalized.":[20],"Existing":[21],"works":[22],"mainly":[23],"focused":[24],"on":[25,66,90,98,129,171],"modeling":[26],"involved":[28],"corpus":[30],"each":[32,76,120],"subject,":[33],"without":[34],"considering":[35],"psychological":[37],"factors,":[38,155],"such":[39],"as":[40,158,185],"interest":[41],"and":[42,97,113,175],"personality.":[43],"The":[44,153],"latent":[45],"correlation":[46,93,101],"among":[47,94,102],"has":[50],"also":[51],"been":[52],"rarely":[53],"examined.":[54],"In":[55,142],"this":[56,143],"article,":[57],"we":[58,115],"propose":[59],"investigate":[61],"influence":[63],"personality":[65,92],"emotional":[67],"behavior":[68],"in":[69],"a":[70,79],"hypergraph":[71],"learning":[72],"framework.":[73],"Assuming":[74],"that":[75],"vertex":[77],"is":[78],"compound":[80,131],"tuple":[81],"(subject,":[82],"stimuli),":[83],"multi-modal":[84,150],"hypergraphs":[85,125,147],"can":[86,138],"be":[87,139],"constructed":[88,146],"based":[89],"corresponding":[103],"stimuli.":[104],"To":[105],"reveal":[106],"importance":[109],"vertices,":[111,132],"hyperedges,":[112],"modalities,":[114],"learn":[116],"weights":[118],"for":[119,163],"them.":[122],"As":[123],"connect":[126],"emotions":[134],"multiple":[136],"simultaneously":[140],"recognized.":[141],"way,":[144],"vertex-weighted":[149],"multi-task":[151],"ones.":[152],"estimated":[154],"referred":[156],"relevance,":[160],"employed":[162],"recognition.":[165],"We":[166],"carry":[167],"out":[168],"extensive":[169],"experiments":[170],"ASCERTAIN":[173],"dataset":[174],"results":[177],"demonstrate":[178],"superiority":[180],"proposed":[183],"method,":[184],"compared":[186],"state-of-the-art":[189],"approaches.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":13}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
