{"id":"https://openalex.org/W4281782167","doi":"https://doi.org/10.1080/10447318.2022.2075630","title":"Emotional Intelligence and Individual Visual Preferences: A Predictive Machine Learning Approach","display_name":"Emotional Intelligence and Individual Visual Preferences: A Predictive Machine Learning Approach","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4281782167","doi":"https://doi.org/10.1080/10447318.2022.2075630"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2022.2075630","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2022.2075630","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.whiterose.ac.uk/id/eprint/187581/1/Emotional%20intelligence%20and%20individual%20visual%20preferences.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011362768","display_name":"Hosam Al\u2010Samarraie","orcid":"https://orcid.org/0000-0002-9861-8989"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hosam Al-Samarraie","raw_affiliation_strings":["School of Design, University of Leeds, Leeds, UK"],"raw_orcid":"https://orcid.org/0000-0002-9861-8989","affiliations":[{"raw_affiliation_string":"School of Design, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046122916","display_name":"Samer Muthana Sarsam","orcid":"https://orcid.org/0000-0002-7404-1150"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Samer Muthana Sarsam","raw_affiliation_strings":["School of Strategy & Leadership, Coventry University, Coventry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Strategy & Leadership, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003447902","display_name":"Maria dos Santos Lonsdale","orcid":"https://orcid.org/0000-0003-0315-6169"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maria Lonsdale","raw_affiliation_strings":["School of Design, University of Leeds, Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053776267","display_name":"Ahmed Ibrahim Alzahrani","orcid":"https://orcid.org/0000-0001-5903-7383"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Ibrahim Alzahrani","raw_affiliation_strings":["Computer Science Department, Community College, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Community College, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011362768"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":null,"apc_paid":null,"fwci":0.6122,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68216408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"39","issue":"12","first_page":"2392","last_page":"2400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9976999759674072,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9502000212669373,"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/T10672","display_name":"Design Education and Practice","score":0.9391000270843506,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6693139672279358},{"id":"https://openalex.org/keywords/emotionality","display_name":"Emotionality","score":0.6412169933319092},{"id":"https://openalex.org/keywords/emotional-intelligence","display_name":"Emotional intelligence","score":0.6406911611557007},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.6199744939804077},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5990073680877686},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.540851891040802},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5358231067657471},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49235832691192627},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.43442288041114807},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.4060148596763611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3837466239929199},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.3560379147529602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29117530584335327}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6693139672279358},{"id":"https://openalex.org/C168862018","wikidata":"https://www.wikidata.org/wiki/Q5373805","display_name":"Emotionality","level":2,"score":0.6412169933319092},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.6406911611557007},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.6199744939804077},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5990073680877686},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.540851891040802},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5358231067657471},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49235832691192627},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.43442288041114807},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4060148596763611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3837466239929199},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.3560379147529602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29117530584335327},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10447318.2022.2075630","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2022.2075630","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:187581","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-9861-8989>,","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/187581/1/Emotional%20intelligence%20and%20individual%20visual%20preferences.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"Article"},{"id":"pmh:oai:pure.atira.dk:publications/9f47a8b2-592c-43c9-836c-321bdfdd12f0","is_oa":false,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/emotional-intelligence-and-individual-visual-preferences-a-predictive-machine-learning-approach(9f47a8b2-592c-43c9-836c-321bdfdd12f0).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Al-Samarraie, H, Sarsam, S M, Lonsdale, M & Alzahrani, A I 2023, 'Emotional Intelligence and Individual Visual Preferences : A Predictive Machine Learning Approach', International Journal of Human-Computer Interaction, vol. 39, no. 12, pp. 2392-2400. https://doi.org/10.1080/10447318.2022.2075630","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:187581","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-9861-8989>,","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/187581/1/Emotional%20intelligence%20and%20individual%20visual%20preferences.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281782167.pdf","grobid_xml":"https://content.openalex.org/works/W4281782167.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W604606004","https://openalex.org/W1480289778","https://openalex.org/W1639032689","https://openalex.org/W2026467582","https://openalex.org/W2054336598","https://openalex.org/W2061818930","https://openalex.org/W2091313153","https://openalex.org/W2099154717","https://openalex.org/W2101830398","https://openalex.org/W2112367566","https://openalex.org/W2115354851","https://openalex.org/W2120169238","https://openalex.org/W2125057995","https://openalex.org/W2142214886","https://openalex.org/W2157312996","https://openalex.org/W2167309359","https://openalex.org/W2189639259","https://openalex.org/W2293542025","https://openalex.org/W2410947826","https://openalex.org/W2513059544","https://openalex.org/W2549416259","https://openalex.org/W2551255959","https://openalex.org/W2737687341","https://openalex.org/W2762843888","https://openalex.org/W2788672449","https://openalex.org/W2789013551","https://openalex.org/W2792290281","https://openalex.org/W2796991503","https://openalex.org/W2803278515","https://openalex.org/W2883779021","https://openalex.org/W2884570823","https://openalex.org/W2969251584","https://openalex.org/W2969479487","https://openalex.org/W2970509432","https://openalex.org/W2978817917","https://openalex.org/W2995035696","https://openalex.org/W3031052612","https://openalex.org/W3031933801","https://openalex.org/W3106640807","https://openalex.org/W3110526973","https://openalex.org/W3128908693","https://openalex.org/W3156326955","https://openalex.org/W3210424813","https://openalex.org/W4232724354","https://openalex.org/W4300668639","https://openalex.org/W4319308497"],"related_works":["https://openalex.org/W2011508372","https://openalex.org/W2271511583","https://openalex.org/W2415769606","https://openalex.org/W2994056731","https://openalex.org/W4361804150","https://openalex.org/W568159833","https://openalex.org/W2127396169","https://openalex.org/W196797645","https://openalex.org/W3195062851","https://openalex.org/W2575660639"],"abstract_inverted_index":{"Differences":[0],"in":[1,16,73,92,113,125,186],"individuals\u2019":[2,35,59],"psychological":[3],"and":[4,20,66,68,98,102,127,158,172,181,191],"cognitive":[5],"characteristics":[6,33],"have":[7,27],"been":[8],"always":[9],"found":[10],"to":[11,50,76,183],"play":[12],"a":[13,23,78],"significant":[14],"role":[15],"influencing":[17],"our":[18],"behavior":[19,72],"preferences.":[21,84],"While":[22],"number":[24],"of":[25,31,87,100,189],"studies":[26],"identified":[28],"the":[29,56,109,116,152,187],"impact":[30],"these":[32],"on":[34],"visual":[36,82,137,161],"design":[37,83],"preferences,":[38],"understanding":[39],"how":[40],"emotional":[41],"intelligence":[42],"(EI)":[43],"would":[44],"influence":[45],"this":[46,93],"process":[47],"is":[48],"yet":[49],"be":[51],"explored.":[52],"This":[53,163],"study":[54,164],"investigated":[55],"link":[57,153],"between":[58,154],"EI":[60,101,156,185],"dimensions":[61,157],"(eg,":[62],"emotionality,":[63],"self-control,":[64],"sociability,":[65],"well-being)":[67],"their":[69],"eye":[70,103,131,148],"movement":[71,104,132],"an":[74],"attempt":[75],"build":[77],"prediction":[79,99,141],"model":[80],"for":[81,160],"A":[85],"total":[86],"136":[88],"participants":[89,123],"took":[90],"part":[91],"study.":[94],"The":[95,119,140,176],"feature":[96],"selection":[97,138],"data":[105],"were":[106],"performed":[107],"using":[108],"genetic":[110],"search":[111],"method":[112],"conjunction":[114],"with":[115],"bagging":[117],"method.":[118],"results":[120,142],"showed":[121],"that":[122,146],"high":[124],"self-control":[126],"emotionality":[128],"exhibited":[129],"different":[130],"behaviors":[133],"when":[134],"performing":[135],"five":[136],"tasks.":[139],"(93.87%":[143],"accuracy)":[144],"revealed":[145],"specific":[147],"parameters":[149],"can":[150],"predict":[151],"certain":[155],"preferences":[159],"design.":[162],"adds":[165],"new":[166],"insights":[167],"into":[168],"human\u2013computer":[169],"interaction,":[170],"EI,":[171],"rational":[173],"choice":[174],"theories.":[175],"findings":[177],"also":[178],"encourage":[179],"researchers":[180],"designers":[182],"consider":[184],"development":[188],"intelligent":[190],"adaptive":[192],"systems.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
