{"id":"https://openalex.org/W2344338892","doi":"https://doi.org/10.1109/taffc.2015.2513401","title":"Automatic Prediction of Impressions in Time and across Varying Context: Personality, Attractiveness and Likeability","display_name":"Automatic Prediction of Impressions in Time and across Varying Context: Personality, Attractiveness and Likeability","publication_year":2015,"publication_date":"2015-12-30","ids":{"openalex":"https://openalex.org/W2344338892","doi":"https://doi.org/10.1109/taffc.2015.2513401","mag":"2344338892"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2015.2513401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2015.2513401","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kclpure.kcl.ac.uk/ws/files/104722563/CeliktutanGunes_TAC2016.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059459055","display_name":"Oya \u00c7eliktutan","orcid":"https://orcid.org/0000-0002-7213-6359"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oya Celiktutan","raw_affiliation_strings":["Computer Laboratory, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060090893","display_name":"Hatice G\u00fcne\u015f","orcid":"https://orcid.org/0000-0003-2407-3012"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hatice Gunes","raw_affiliation_strings":["Computer Laboratory, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Laboratory, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":9.7802,"has_fulltext":true,"cited_by_count":71,"citation_normalized_percentile":{"value":0.98314565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"29","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11040","display_name":"Personality Traits and Psychology","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11118","display_name":"Evolutionary Psychology and Human Behavior","score":0.9908000230789185,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9707000255584717,"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/computer-science","display_name":"Computer science","score":0.6369004249572754},{"id":"https://openalex.org/keywords/attractiveness","display_name":"Attractiveness","score":0.5909239649772644},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.5756245851516724},{"id":"https://openalex.org/keywords/extraversion-and-introversion","display_name":"Extraversion and introversion","score":0.5632641911506653},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5357092618942261},{"id":"https://openalex.org/keywords/conscientiousness","display_name":"Conscientiousness","score":0.5264963507652283},{"id":"https://openalex.org/keywords/agreeableness","display_name":"Agreeableness","score":0.5212186574935913},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4965115189552307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4774894416332245},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.4761676490306854},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.436451256275177},{"id":"https://openalex.org/keywords/salience","display_name":"Salience (neuroscience)","score":0.4273329973220825},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.4242568612098694},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4227811098098755},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.4223668873310089},{"id":"https://openalex.org/keywords/sensory-cue","display_name":"Sensory cue","score":0.42227381467819214},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2680717408657074},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.14502683281898499},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.11020034551620483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6369004249572754},{"id":"https://openalex.org/C31173074","wikidata":"https://www.wikidata.org/wiki/Q2632514","display_name":"Attractiveness","level":2,"score":0.5909239649772644},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.5756245851516724},{"id":"https://openalex.org/C127816348","wikidata":"https://www.wikidata.org/wiki/Q127588","display_name":"Extraversion and introversion","level":4,"score":0.5632641911506653},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5357092618942261},{"id":"https://openalex.org/C172141706","wikidata":"https://www.wikidata.org/wiki/Q1307067","display_name":"Conscientiousness","level":5,"score":0.5264963507652283},{"id":"https://openalex.org/C170760736","wikidata":"https://www.wikidata.org/wiki/Q380358","display_name":"Agreeableness","level":5,"score":0.5212186574935913},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4965115189552307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4774894416332245},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.4761676490306854},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.436451256275177},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.4273329973220825},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.4242568612098694},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4227811098098755},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.4223668873310089},{"id":"https://openalex.org/C111370547","wikidata":"https://www.wikidata.org/wiki/Q7451120","display_name":"Sensory cue","level":2,"score":0.42227381467819214},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2680717408657074},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.14502683281898499},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.11020034551620483},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taffc.2015.2513401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2015.2513401","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/b10febf5-0155-4f1a-b5bb-b27cceeeec64","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/b10febf5-0155-4f1a-b5bb-b27cceeeec64","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/104722563/CeliktutanGunes_TAC2016.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Celiktutan, O & Gunes, H 2017, 'Automatic Prediction of Impressions in Time and across Varying Context: Personality, Attractiveness and Likeability', IEEE transactions on affective computing, vol. 8, no. 1, pp. 29 - 42. https://doi.org/10.1109/TAFFC.2015.2513401","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/253735","is_oa":false,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/253735","pdf_url":null,"source":{"id":"https://openalex.org/S4306401776","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/b10febf5-0155-4f1a-b5bb-b27cceeeec64","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/b10febf5-0155-4f1a-b5bb-b27cceeeec64","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/104722563/CeliktutanGunes_TAC2016.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Celiktutan, O & Gunes, H 2017, 'Automatic Prediction of Impressions in Time and across Varying Context: Personality, Attractiveness and Likeability', IEEE transactions on affective computing, vol. 8, no. 1, pp. 29 - 42. https://doi.org/10.1109/TAFFC.2015.2513401","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G3343682355","display_name":null,"funder_award_id":"EP/K017500/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6123365598","display_name":"MAPTRAITS: MACHINE ANALYSIS OF PERSONALITY TRAITS IN HUMAN VIRTUAL AGENT INTERACTIONS","funder_award_id":"EP/K017500/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7637107526","display_name":null,"funder_award_id":"EP/L00416X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8847831579","display_name":"Digital Personhood:Being There: Humans and Robots in Public Spaces (HARPS)","funder_award_id":"EP/L00416X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320311061","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846"},{"id":"https://openalex.org/F4320332772","display_name":"School of Electronic Engineering and Computer Science, Queen Mary University of London","ror":"https://ror.org/026zzn846"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2344338892.pdf","grobid_xml":"https://content.openalex.org/works/W2344338892.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W32988948","https://openalex.org/W1608145088","https://openalex.org/W1641003075","https://openalex.org/W1899504021","https://openalex.org/W1964993232","https://openalex.org/W1965870148","https://openalex.org/W1965947362","https://openalex.org/W1986714255","https://openalex.org/W1995434542","https://openalex.org/W1995525040","https://openalex.org/W2001658220","https://openalex.org/W2002295320","https://openalex.org/W2003064678","https://openalex.org/W2011795565","https://openalex.org/W2018932700","https://openalex.org/W2023093843","https://openalex.org/W2023635777","https://openalex.org/W2025982077","https://openalex.org/W2028422222","https://openalex.org/W2032244911","https://openalex.org/W2040612739","https://openalex.org/W2050589246","https://openalex.org/W2054541702","https://openalex.org/W2055332436","https://openalex.org/W2056227367","https://openalex.org/W2064675550","https://openalex.org/W2067360832","https://openalex.org/W2068823511","https://openalex.org/W2074587583","https://openalex.org/W2076751978","https://openalex.org/W2078055067","https://openalex.org/W2079735306","https://openalex.org/W2084471598","https://openalex.org/W2089809964","https://openalex.org/W2099334376","https://openalex.org/W2107878631","https://openalex.org/W2108825477","https://openalex.org/W2109707897","https://openalex.org/W2111721164","https://openalex.org/W2117241805","https://openalex.org/W2120419212","https://openalex.org/W2121910437","https://openalex.org/W2132555391","https://openalex.org/W2133269263","https://openalex.org/W2141195575","https://openalex.org/W2142194269","https://openalex.org/W2144499799","https://openalex.org/W2145455452","https://openalex.org/W2145598468","https://openalex.org/W2146497247","https://openalex.org/W2146910990","https://openalex.org/W2154683974","https://openalex.org/W2154868463","https://openalex.org/W2157285372","https://openalex.org/W2161969291","https://openalex.org/W2164186291","https://openalex.org/W2165312226","https://openalex.org/W2735164391","https://openalex.org/W3216401400","https://openalex.org/W4285719527","https://openalex.org/W4322696896","https://openalex.org/W6631636882","https://openalex.org/W6636566387"],"related_works":["https://openalex.org/W2030868578","https://openalex.org/W2905413927","https://openalex.org/W3216037536","https://openalex.org/W2326877552","https://openalex.org/W2967916203","https://openalex.org/W1890366823","https://openalex.org/W2744174221","https://openalex.org/W1963832455","https://openalex.org/W2342039239","https://openalex.org/W4293539913"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,37],"propose":[4,67],"a":[5,68],"novel":[6],"multimodal":[7],"framework":[8],"for":[9,46,52],"automatically":[10],"predicting":[11],"the":[12,34,47,53,57,74,88,117,124],"impressions":[13,133],"of":[14,50],"extroversion,":[15],"agreeableness,":[16],"conscientiousness,":[17],"neuroticism":[18],",":[19],"openness,":[20],"attractiveness":[21],"and":[22,27,40,59,102,105,109,137,145,153],"likeability":[23],"continuously":[24,43],"in":[25,44,56],"time":[26,45,55,81],"across":[28],"varying":[29,141],"situational":[30,143],"contexts.":[31],"Differently":[32],"from":[33,99,106],"existing":[35],"works,":[36],"obtain":[38],"visual-only":[39],"audio-only":[41],"annotations":[42,101,108,122],"same":[48],"set":[49],"subjects,":[51],"first":[54],"literature,":[58],"compare":[60],"them":[61],"to":[62,126,149],"their":[63],"audio-visual":[64,100,107],"annotations.":[65],"We":[66],"time-continuous":[69],"prediction":[70,90],"approach":[71],"that":[72,87],"learns":[73],"temporal":[75],"relationships":[76],"rather":[77],"than":[78],"treating":[79],"each":[80],"instant":[82],"separately.":[83],"Our":[84],"experiments":[85],"show":[86],"best":[89],"results":[91],"are":[92,97],"obtained":[93],"when":[94],"regression":[95],"models":[96],"learned":[98],"visual":[103,110],"cues,":[104],"cues":[111,115],"combined":[112],"with":[113,142],"audio":[114],"at":[116],"decision":[118],"level.":[119],"Continuously":[120],"generated":[121],"have":[123],"potential":[125],"provide":[127],"insight":[128],"into":[129],"better":[130],"understanding":[131],"which":[132,146],"can":[134],"be":[135,150],"formed":[136],"predicted":[138],"more":[139,151],"dynamically,":[140],"context,":[144],"ones":[147],"appear":[148],"static":[152],"stable":[154],"over":[155],"time.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":12}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}