{"id":"https://openalex.org/W2767704512","doi":"https://doi.org/10.1145/3132847.3133052","title":"Personalized Image Aesthetics Assessment","display_name":"Personalized Image Aesthetics Assessment","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2767704512","doi":"https://doi.org/10.1145/3132847.3133052","mag":"2767704512"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3133052","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","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/A5043879150","display_name":"Xiang Deng","orcid":"https://orcid.org/0000-0002-5957-1866"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Deng","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040285913","display_name":"Chaoran Cui","orcid":"https://orcid.org/0000-0003-3332-1348"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoran Cui","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045891947","display_name":"Huidi Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huidi Fang","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019824207","display_name":"Xiushan Nie","orcid":"https://orcid.org/0000-0001-9644-9723"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiushan Nie","raw_affiliation_strings":["Shandong University of Finance and Economics, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University of Finance and Economics, Jinan, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100672590","display_name":"Yilong Yin","orcid":"https://orcid.org/0000-0002-8465-1294"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Yin","raw_affiliation_strings":["Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043879150"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":0.8192,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82670872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2043","last_page":"2046"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9984999895095825,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9817000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.7071298360824585},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6425709128379822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6224837303161621},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.596100926399231},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5499908924102783},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5267882943153381},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.5182926058769226},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4966147541999817},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.31757402420043945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2947981357574463},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15593162178993225},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11079570651054382}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7071298360824585},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6425709128379822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224837303161621},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.596100926399231},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5499908924102783},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5267882943153381},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.5182926058769226},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4966147541999817},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.31757402420043945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2947981357574463},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15593162178993225},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11079570651054382},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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":1,"locations":[{"id":"doi:10.1145/3132847.3133052","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3133052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G721412947","display_name":null,"funder_award_id":"2016M592190","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W244014878","https://openalex.org/W1884352239","https://openalex.org/W1970364187","https://openalex.org/W2048835603","https://openalex.org/W2056380823","https://openalex.org/W2072750214","https://openalex.org/W2078807908","https://openalex.org/W2170658603","https://openalex.org/W2340502990","https://openalex.org/W2345812103","https://openalex.org/W2605350416","https://openalex.org/W2740582966"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175"],"abstract_inverted_index":{"Automatically":[0],"assessing":[1],"image":[2,25,52,96,124],"quality":[3,105],"from":[4,71,100],"an":[5],"aesthetic":[6,45,63],"perspective":[7],"is":[8,37,98],"of":[9,68,88,103,119],"great":[10],"interest":[11],"to":[12,42,51,60,84],"the":[13,33,86,89,117],"high-level":[14],"vision":[15],"research":[16],"community.":[17],"Existing":[18],"methods":[19],"are":[20],"typically":[21],"non-personalized":[22],"and":[23,75,106],"quantify":[24],"aesthetics":[26,36,53,78,97,125],"with":[27],"a":[28,38,48,66],"universal":[29],"label.":[30],"However,":[31],"given":[32],"fact":[34],"that":[35],"subjective":[39],"perception,":[40],"how":[41],"understand":[43],"user":[44,62,107],"perceptions":[46,64],"poses":[47],"formidable":[49],"challenge":[50],"assessment.":[54,126],"In":[55,93],"this":[56,82,94],"paper,":[57],"we":[58],"propose":[59],"model":[61],"using":[65],"set":[67],"exemplar":[69],"images":[70],"social":[72],"media":[73],"platforms,":[74],"realize":[76],"personalized":[77,123],"assessment":[79],"by":[80],"transferring":[81],"knowledge":[83],"adapt":[85],"results":[87],"trained":[90],"generic":[91],"model.":[92],"way,":[95],"measured":[99],"both":[101],"aspects":[102],"visual":[104],"tastes.":[108],"Extensive":[109],"experiments":[110],"on":[111],"two":[112],"benchmark":[113],"datasets":[114],"well":[115],"verified":[116],"potential":[118],"our":[120],"approach":[121],"for":[122]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
