{"id":"https://openalex.org/W3156437422","doi":"https://doi.org/10.1007/s42486-021-00064-4","title":"Computational model for predicting user aesthetic preference for GUI using DCNNs","display_name":"Computational model for predicting user aesthetic preference for GUI using DCNNs","publication_year":2021,"publication_date":"2021-04-21","ids":{"openalex":"https://openalex.org/W3156437422","doi":"https://doi.org/10.1007/s42486-021-00064-4","mag":"3156437422"},"language":"en","primary_location":{"id":"doi:10.1007/s42486-021-00064-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42486-021-00064-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210200914","display_name":"CCF Transactions on Pervasive Computing and Interaction","issn_l":"2524-521X","issn":["2524-521X","2524-5228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CCF Transactions on Pervasive Computing and Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1248577","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027830067","display_name":"Baixi Xing","orcid":"https://orcid.org/0000-0001-6778-3650"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baixi Xing","raw_affiliation_strings":["Institute of Industrial Design, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Industrial Design, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056094729","display_name":"Huahao Si","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huahao Si","raw_affiliation_strings":["Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082242637","display_name":"Junbin Chen","orcid":"https://orcid.org/0000-0001-6345-5246"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbin Chen","raw_affiliation_strings":["China Jiliang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Jiliang University, Hangzhou, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061001516","display_name":"Minchao Ye","orcid":"https://orcid.org/0000-0003-3608-7913"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minchao Ye","raw_affiliation_strings":["China Jiliang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3608-7913","affiliations":[{"raw_affiliation_string":"China Jiliang University, Hangzhou, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427516","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0001-7119-3207"},"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":"Lei Shi","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0894,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77916742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"3","issue":"2","first_page":"147","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9936000108718872,"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":0.9936000108718872,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.984499990940094,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.7653959393501282},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.6369935274124146},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6335003972053528},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6267626285552979},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6137507557868958},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6104902029037476},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5137999653816223},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4921032786369324},{"id":"https://openalex.org/keywords/user-interface-design","display_name":"User interface design","score":0.46455615758895874},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.42823898792266846},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4262644648551941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37633615732192993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3309903144836426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09395778179168701}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7653959393501282},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.6369935274124146},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6335003972053528},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6267626285552979},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6137507557868958},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6104902029037476},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5137999653816223},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4921032786369324},{"id":"https://openalex.org/C149229913","wikidata":"https://www.wikidata.org/wiki/Q135707","display_name":"User interface design","level":3,"score":0.46455615758895874},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.42823898792266846},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4262644648551941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37633615732192993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3309903144836426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09395778179168701},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s42486-021-00064-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42486-021-00064-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210200914","display_name":"CCF Transactions on Pervasive Computing and Interaction","issn_l":"2524-521X","issn":["2524-521X","2524-5228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CCF Transactions on Pervasive Computing and Interaction","raw_type":"journal-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:33801","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/33801/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"CCF Transactions on Pervasive Computing and Interaction, 2021, Vol.3, pp.147-169 [Peer Reviewed Journal]","raw_type":"Article"},{"id":"pmh:oai:durham-repository.worktribe.com:1248577","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1248577","pdf_url":null,"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":"","raw_type":"Journal Article"},{"id":"pmh:oai:eprints.ncl.ac.uk:288471","is_oa":false,"landing_page_url":"https://eprints.ncl.ac.uk/288471","pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1248577","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1248577","pdf_url":null,"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":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3128493229","display_name":null,"funder_award_id":"LY19F020047","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W121419420","https://openalex.org/W298494021","https://openalex.org/W323193157","https://openalex.org/W593526477","https://openalex.org/W1547878327","https://openalex.org/W1548274032","https://openalex.org/W1568173174","https://openalex.org/W1586442777","https://openalex.org/W1607823124","https://openalex.org/W1896080482","https://openalex.org/W1964380033","https://openalex.org/W1966560445","https://openalex.org/W1970364187","https://openalex.org/W1971604583","https://openalex.org/W1976414467","https://openalex.org/W1980665706","https://openalex.org/W1986785454","https://openalex.org/W1988443378","https://openalex.org/W1998515403","https://openalex.org/W2000793204","https://openalex.org/W2002895139","https://openalex.org/W2037940698","https://openalex.org/W2038773644","https://openalex.org/W2039355801","https://openalex.org/W2045973569","https://openalex.org/W2048295864","https://openalex.org/W2049261159","https://openalex.org/W2053306413","https://openalex.org/W2078807908","https://openalex.org/W2123475527","https://openalex.org/W2127004994","https://openalex.org/W2136585056","https://openalex.org/W2153146203","https://openalex.org/W2154868463","https://openalex.org/W2161349122","https://openalex.org/W2165831846","https://openalex.org/W2251387198","https://openalex.org/W2284264830","https://openalex.org/W2288755084","https://openalex.org/W2295085109","https://openalex.org/W2318149822","https://openalex.org/W2359978643","https://openalex.org/W2379883275","https://openalex.org/W2394949519","https://openalex.org/W2469759218","https://openalex.org/W2479361182","https://openalex.org/W2521005714","https://openalex.org/W2555942234","https://openalex.org/W2604528050","https://openalex.org/W2621519993","https://openalex.org/W2754984075","https://openalex.org/W2767704512","https://openalex.org/W2769856846","https://openalex.org/W2783348159","https://openalex.org/W2788316753","https://openalex.org/W2788663865","https://openalex.org/W2804006377","https://openalex.org/W2805100367","https://openalex.org/W2806817979","https://openalex.org/W2889906703","https://openalex.org/W2896432974","https://openalex.org/W2908389046","https://openalex.org/W2909531353","https://openalex.org/W2913940595","https://openalex.org/W2916558058","https://openalex.org/W2923385974","https://openalex.org/W2941038574","https://openalex.org/W2958269081","https://openalex.org/W2962835968","https://openalex.org/W2963420686","https://openalex.org/W2986592381","https://openalex.org/W3100654513","https://openalex.org/W3101830194","https://openalex.org/W3102423435","https://openalex.org/W3113947326","https://openalex.org/W4249646082"],"related_works":["https://openalex.org/W3048212026","https://openalex.org/W2893969762","https://openalex.org/W4394789918","https://openalex.org/W3216880090","https://openalex.org/W4375935421","https://openalex.org/W145924344","https://openalex.org/W963721989","https://openalex.org/W2751424329","https://openalex.org/W2587807604","https://openalex.org/W1979069832"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}