{"id":"https://openalex.org/W3094390123","doi":"https://doi.org/10.1145/3383652.3423902","title":"Building a Generative Space of Facial Expressions of Emotions Using Psychological Data-driven Methods","display_name":"Building a Generative Space of Facial Expressions of Emotions Using Psychological Data-driven Methods","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3094390123","doi":"https://doi.org/10.1145/3383652.3423902","mag":"3094390123"},"language":"en","primary_location":{"id":"doi:10.1145/3383652.3423902","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383652.3423902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents","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/A5100457542","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0003-1394-5014"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Meng Liu","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048794072","display_name":"Yaocong Duan","orcid":"https://orcid.org/0000-0003-1707-0892"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yaocong Duan","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000252599","display_name":"Robin A. A. Ince","orcid":"https://orcid.org/0000-0001-8427-0507"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robin A. A. Ince","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034855323","display_name":"Chaona Chen","orcid":"https://orcid.org/0000-0001-7289-1242"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chaona Chen","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108830210","display_name":"Oliver Garrod","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oliver G. B. Garrod","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064321977","display_name":"Philippe G. Schyns","orcid":"https://orcid.org/0000-0002-8542-7489"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Philippe G. Schyns","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042540140","display_name":"Rachael E. Jack","orcid":"https://orcid.org/0000-0003-3687-0799"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rachael E. Jack","raw_affiliation_strings":["University of Glasgow"],"affiliations":[{"raw_affiliation_string":"University of Glasgow","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100457542"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":0.5577,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6390643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.9980000257492065,"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/T11094","display_name":"Face Recognition and Perception","score":0.9980000257492065,"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/T11448","display_name":"Face recognition and analysis","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9887999892234802,"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/valence","display_name":"Valence (chemistry)","score":0.8055682182312012},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.7939109802246094},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.7609949707984924},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5873669981956482},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.5351930856704712},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4990105628967285},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4958084523677826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4683246910572052},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4547201991081238},{"id":"https://openalex.org/keywords/emotion-perception","display_name":"Emotion perception","score":0.4328601658344269},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.41156625747680664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27528131008148193},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.20878812670707703}],"concepts":[{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.8055682182312012},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.7939109802246094},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7609949707984924},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5873669981956482},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5351930856704712},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4990105628967285},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4958084523677826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4683246910572052},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4547201991081238},{"id":"https://openalex.org/C2776141551","wikidata":"https://www.wikidata.org/wiki/Q16000087","display_name":"Emotion perception","level":3,"score":0.4328601658344269},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41156625747680664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27528131008148193},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.20878812670707703},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3383652.3423902","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3383652.3423902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3159430808","display_name":null,"funder_award_id":"ES/K001973/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"},{"id":"https://openalex.org/G3406086563","display_name":null,"funder_award_id":"ES/K00607X/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"}],"funders":[{"id":"https://openalex.org/F4320334630","display_name":"Economic and Social Research Council","ror":"https://ror.org/03n0ht308"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1969736828","https://openalex.org/W2007031449","https://openalex.org/W2023736093","https://openalex.org/W2048296355","https://openalex.org/W2057409323","https://openalex.org/W2088172401","https://openalex.org/W2116628589","https://openalex.org/W2131894637","https://openalex.org/W2149628368","https://openalex.org/W2165940408","https://openalex.org/W2259092398","https://openalex.org/W2342264685","https://openalex.org/W2790400526","https://openalex.org/W3161580765"],"related_works":["https://openalex.org/W2945121592","https://openalex.org/W1972458871","https://openalex.org/W3000867607","https://openalex.org/W2012118940","https://openalex.org/W2798351401","https://openalex.org/W2729544402","https://openalex.org/W1761974557","https://openalex.org/W2913821117","https://openalex.org/W2519456985","https://openalex.org/W4311608307"],"abstract_inverted_index":{"To":[0],"engage":[1],"their":[2],"human":[3,66],"users,":[4],"socially":[5],"interactive":[6],"virtual":[7,173],"agents":[8],"must":[9],"be":[10],"equipped":[11],"with":[12,139],"the":[13,34,84,102,105,119,140,168],"ability":[14],"to":[15,26,50,108],"communicate":[16],"emotions":[17,122,138],"using":[18,68],"facial":[19,39,61,114,132,162],"expressions.":[20],"Therefore,":[21],"a":[22,28,55,69,76,110,128,151],"main":[23],"goal":[24,52],"is":[25],"build":[27,75],"generative":[29,58],"model":[30,59,147,165],"that":[31,43,88,145,158],"can":[32,148],"produce":[33],"range":[35,112,153],"of":[36,41,60,79,104,113,116,131,134,154,172],"realistic":[37],"dynamic":[38],"expressions":[40,62,115,133],"emotion":[42,117,169],"occur":[44],"across":[45],"social":[46],"life.":[47],"We":[48,99,156],"contribute":[49],"this":[51],"by":[53,82],"building":[54],"psychologically":[56,160],"valid":[57,161],"directly":[63],"from":[64],"subjective":[65],"perception":[67],"novel":[70],"psychology-based":[71],"approach.":[72],"First,":[73],"we":[74,143],"valence-arousal":[77,106,141],"space":[78,107],"face":[80,86],"movements":[81,87],"identifying":[83],"specific":[85],"convey":[89],"valence":[90],"(positive/negative)":[91],"and":[92,123,136],"arousal":[93],"(excited/calm)":[94],"in":[95],"40":[96],"individual":[97],"participants.":[98],"then":[100],"tested":[101],"capacity":[103],"generate":[109],"broad":[111],"including":[118],"six":[120],"classic":[121],"complex":[124,137],"emotions.":[125,155],"By":[126],"cross-correlating":[127],"large":[129],"set":[130],"basic":[135],"space,":[142],"show":[144],"our":[146,159],"successfully":[149],"represent":[150],"wide":[152],"anticipate":[157],"expression":[163],"generation":[164],"will":[166],"enhance":[167],"signalling":[170],"capabilities":[171],"agents.":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
