{"id":"https://openalex.org/W4398184535","doi":"https://doi.org/10.1145/3665329","title":"Color Theme Evaluation through User Preference Modeling","display_name":"Color Theme Evaluation through User Preference Modeling","publication_year":2024,"publication_date":"2024-05-21","ids":{"openalex":"https://openalex.org/W4398184535","doi":"https://doi.org/10.1145/3665329"},"language":"en","primary_location":{"id":"doi:10.1145/3665329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665329","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3665329","source":{"id":"https://openalex.org/S32453091","display_name":"ACM Transactions on Applied Perception","issn_l":"1544-3558","issn":["1544-3558","1544-3965"],"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 Applied Perception","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3665329","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015699943","display_name":"Bailin Yang","orcid":"https://orcid.org/0000-0003-1754-5595"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bailin Yang","raw_affiliation_strings":["Zhejiang Gongshang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033424723","display_name":"Tianxiang Wei","orcid":"https://orcid.org/0000-0001-6399-176X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxiang Wei","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079905341","display_name":"Frederick W. B. Li","orcid":"https://orcid.org/0000-0002-4283-4228"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frederick W. B. Li","raw_affiliation_strings":["University of Durham, Durham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Durham, Durham, United Kingdom","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037727301","display_name":"Xiaohui Liang","orcid":"https://orcid.org/0000-0001-6351-2538"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Liang","raw_affiliation_strings":["Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026683388","display_name":"Zhigang Deng","orcid":"https://orcid.org/0000-0002-0452-8676"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhigang Deng","raw_affiliation_strings":["University of Houston, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020065832","display_name":"Yili Fang","orcid":"https://orcid.org/0000-0003-4599-5761"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yili Fang","raw_affiliation_strings":["Zhejiang Gongshang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015699943"],"corresponding_institution_ids":["https://openalex.org/I75059550"],"apc_list":null,"apc_paid":null,"fwci":1.2881,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79375889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"21","issue":"3","first_page":"1","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9995999932289124,"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":0.9995999932289124,"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/T11666","display_name":"Color Science and Applications","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12032","display_name":"Multisensory perception and integration","score":0.9775000214576721,"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/theme","display_name":"Theme (computing)","score":0.7989426255226135},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6363937258720398},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5811269283294678},{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.49645406007766724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48381155729293823},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.45555931329727173},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.45385608077049255},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.31860417127609253},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16534554958343506},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.10754609107971191},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.08247441053390503}],"concepts":[{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.7989426255226135},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6363937258720398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5811269283294678},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.49645406007766724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48381155729293823},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.45555931329727173},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.45385608077049255},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31860417127609253},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16534554958343506},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.10754609107971191},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.08247441053390503},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3665329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665329","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3665329","source":{"id":"https://openalex.org/S32453091","display_name":"ACM Transactions on Applied Perception","issn_l":"1544-3558","issn":["1544-3558","1544-3965"],"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 Applied Perception","raw_type":"journal-article"},{"id":"pmh:oai:durham-repository.worktribe.com:2458618","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/2458618","pdf_url":"https://durham-repository.worktribe.com/preview/2466074/2458618AAM.pdf","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"doi:10.1145/3665329","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3665329","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3665329","source":{"id":"https://openalex.org/S32453091","display_name":"ACM Transactions on Applied Perception","issn_l":"1544-3558","issn":["1544-3558","1544-3965"],"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 Applied Perception","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1661205524","display_name":"CHS: Small: An Analysis-and-Synthesis Framework for Small Group Conversations","funder_award_id":"2005430","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2650145704","display_name":null,"funder_award_id":"62172366","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G758001834","display_name":"The Reinforcing  Value of Stimuli in Heterogenous Chains of Behavior","funder_award_id":"6217236","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8181623578","display_name":null,"funder_award_id":"LD24F020003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398184535.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1491317234","https://openalex.org/W1516807289","https://openalex.org/W1975514318","https://openalex.org/W1982483860","https://openalex.org/W1987027200","https://openalex.org/W1997827052","https://openalex.org/W2001237702","https://openalex.org/W2021863237","https://openalex.org/W2027429927","https://openalex.org/W2035157113","https://openalex.org/W2044108161","https://openalex.org/W2049132115","https://openalex.org/W2070246421","https://openalex.org/W2078807908","https://openalex.org/W2088013697","https://openalex.org/W2096372220","https://openalex.org/W2101434923","https://openalex.org/W2122472190","https://openalex.org/W2132769885","https://openalex.org/W2139695825","https://openalex.org/W2142518823","https://openalex.org/W2154204897","https://openalex.org/W2154747333","https://openalex.org/W2157899060","https://openalex.org/W2180207883","https://openalex.org/W2327678559","https://openalex.org/W2329105431","https://openalex.org/W2511469011","https://openalex.org/W2513115788","https://openalex.org/W2535054441","https://openalex.org/W2553544933","https://openalex.org/W2563263947","https://openalex.org/W2591510999","https://openalex.org/W2601315619","https://openalex.org/W2741733493","https://openalex.org/W2769674817","https://openalex.org/W2896739317","https://openalex.org/W2903549434","https://openalex.org/W2941698180","https://openalex.org/W2990650678","https://openalex.org/W3003957020","https://openalex.org/W3022629704","https://openalex.org/W3034776788","https://openalex.org/W3091912117","https://openalex.org/W3094173182","https://openalex.org/W3094412822","https://openalex.org/W3099462466","https://openalex.org/W3120623713","https://openalex.org/W3121518240","https://openalex.org/W4234047540","https://openalex.org/W4236965008","https://openalex.org/W4293498672","https://openalex.org/W4300399089","https://openalex.org/W4301409532","https://openalex.org/W4387050978","https://openalex.org/W7062421774"],"related_works":["https://openalex.org/W4321448422","https://openalex.org/W2382969832","https://openalex.org/W2348535019","https://openalex.org/W963778612","https://openalex.org/W2376836472","https://openalex.org/W2379879936","https://openalex.org/W2388675254","https://openalex.org/W620586615","https://openalex.org/W2383761002","https://openalex.org/W2369753184"],"abstract_inverted_index":{"Color":[0],"composition":[1],"(or":[2],"color":[3,28,81,101,122,148],"theme)":[4],"is":[5,21,133],"a":[6,13,26,79,87,93,156],"key":[7],"factor":[8],"to":[9,97,138],"determine":[10],"how":[11],"well":[12],"piece":[14],"of":[15,46,55,127,150],"art":[16,129],"work":[17,132],"or":[18],"graphical":[19],"design":[20],"perceived":[22],"by":[23,65,85],"humans.":[24],"Despite":[25],"few":[27],"harmony":[29],"models":[30],"have":[31],"been":[32],"proposed,":[33],"their":[34],"results":[35,111],"are":[36],"often":[37],"less":[38],"satisfactory":[39],"since":[40],"they":[41,61],"mostly":[42],"neglect":[43],"the":[44,53,66,100,105,128,135,141],"variations":[45],"aesthetic":[47,107,145,162],"cognition":[48],"among":[49],"individuals":[50],"and":[51,92,104,120,147,153],"treat":[52],"influence":[54],"all":[56,63],"ratings":[57,124],"equally":[58],"as":[59],"if":[60],"were":[62],"rated":[64],"same":[67],"anonymous":[68],"user.":[69],"To":[70],"overcome":[71],"this":[72,75],"issue,":[73],"in":[74],"article":[76],"we":[77],"propose":[78],"new":[80],"theme":[82,102,123],"evaluation":[83],"model":[84,96,115],"combining":[86],"back":[88],"propagation":[89],"neural":[90],"network":[91],"kernel":[94],"probabilistic":[95],"infer":[98],"both":[99],"rating":[103],"user":[106,144],"preference.":[108],"Our":[109,131],"experiment":[110],"show":[112],"that":[113],"our":[114],"can":[116],"predict":[117],"more":[118],"accurate":[119],"personalized":[121],"than":[125],"state":[126],"methods.":[130],"also":[134],"first-of-its-kind":[136],"effort":[137],"quantitatively":[139],"evaluate":[140],"correlation":[142],"between":[143],"preferences":[146],"harmonies":[149],"five-color":[151],"themes,":[152],"study":[154],"such":[155],"relation":[157],"for":[158],"users":[159],"with":[160],"different":[161],"cognition.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}