{"id":"https://openalex.org/W2618107461","doi":"https://doi.org/10.1145/3078971.3078972","title":"Bridging the Aesthetic Gap","display_name":"Bridging the Aesthetic Gap","publication_year":2017,"publication_date":"2017-05-25","ids":{"openalex":"https://openalex.org/W2618107461","doi":"https://doi.org/10.1145/3078971.3078972","mag":"2618107461"},"language":"en","primary_location":{"id":"doi:10.1145/3078971.3078972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078971.3078972","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 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007049707","display_name":"\u041c\u0438\u0440\u0438\u0430\u043c \u0420\u0435\u0434\u0438","orcid":"https://orcid.org/0000-0002-0581-0251"},"institutions":[{"id":"https://openalex.org/I4210138295","display_name":"Bell Educational Trust","ror":"https://ror.org/04b4htq59","country_code":"GB","type":"other","lineage":["https://openalex.org/I4210138295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miriam Redi","raw_affiliation_strings":["Bell Labs, Cambridge, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bell Labs, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I4210138295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046991550","display_name":"Frank Z. Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Z. Liu","raw_affiliation_strings":["Flickr, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flickr, San Francisco, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061972189","display_name":"Neil O\u2019Hare","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134091","display_name":"Yahoo (United States)","ror":"https://ror.org/040dkzz12","country_code":"US","type":"company","lineage":["https://openalex.org/I4210134091"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil O'Hare","raw_affiliation_strings":["Yahoo, Sunnyvale, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yahoo, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I4210134091"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9965999722480774,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8616058826446533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7517935633659363},{"id":"https://openalex.org/keywords/contest","display_name":"CONTEST","score":0.5396613478660583},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47755393385887146},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4624080955982208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4527847468852997},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4122151732444763}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8616058826446533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7517935633659363},{"id":"https://openalex.org/C2777582232","wikidata":"https://www.wikidata.org/wiki/Q5013414","display_name":"CONTEST","level":2,"score":0.5396613478660583},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47755393385887146},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4624080955982208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4527847468852997},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4122151732444763},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3078971.3078972","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078971.3078972","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 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5899999737739563,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1524021474","https://openalex.org/W1532457925","https://openalex.org/W1606532349","https://openalex.org/W1969923256","https://openalex.org/W1997095443","https://openalex.org/W2003856922","https://openalex.org/W2007773296","https://openalex.org/W2009627211","https://openalex.org/W2009678853","https://openalex.org/W2025510654","https://openalex.org/W2039355801","https://openalex.org/W2048835603","https://openalex.org/W2055179043","https://openalex.org/W2059432853","https://openalex.org/W2078807908","https://openalex.org/W2080754665","https://openalex.org/W2104915826","https://openalex.org/W2117303881","https://openalex.org/W2151009539","https://openalex.org/W2157922518","https://openalex.org/W2161969291","https://openalex.org/W2170658603","https://openalex.org/W2338791048","https://openalex.org/W2467531333","https://openalex.org/W2911964244","https://openalex.org/W2962883796"],"related_works":["https://openalex.org/W2735088306","https://openalex.org/W4286740636","https://openalex.org/W2946214509","https://openalex.org/W2606108738","https://openalex.org/W2628063975","https://openalex.org/W2356479129","https://openalex.org/W2387346515","https://openalex.org/W2352196451","https://openalex.org/W2590086693","https://openalex.org/W3124624840"],"abstract_inverted_index":{"To":[0,22],"provide":[1],"good":[2],"results,":[3],"image":[4,101],"search":[5],"engines":[6],"need":[7],"to":[8,99,115],"rank":[9],"not":[10],"just":[11],"the":[12,18,107,139],"most":[13],"relevant":[14],"images,":[15,144],"but":[16],"also":[17],"highest":[19],"quality":[20,58,141],"images.":[21,118],"surface":[23],"beautiful":[24],"pictures,":[25],"existing":[26],"computational":[27,125,152],"aesthetic":[28,126],"models":[29,43],"are":[30,52],"trained":[31],"with":[32,84],"datasets":[33],"from":[34],"photo":[35],"contest":[36],"websites,":[37],"dominated":[38],"by":[39],"professional":[40,117],"photos.":[41],"Such":[42],"fail":[44],"completely":[45],"in":[46,55],"real":[47],"web":[48,82,111,143],"scenarios,":[49],"where":[50],"images":[51,83,112],"extremely":[53],"diverse":[54,140],"terms":[56],"of":[57,79,96,110,124,142],"and":[59,70,86,104,132,145],"type":[60],"(e.g.":[61],"drawings,":[62],"clip-art,":[63],"etc).":[64],"This":[65],"work":[66],"aims":[67],"at":[68],"bridging":[69],"understanding":[71],"this":[72],"\"aesthetic":[73],"gap\".":[74],"We":[75,92],"collect":[76],"a":[77,94,122],"dataset":[78],"around":[80],"100K":[81],"`quality'":[85],"`type'":[87],"(photo":[88],"vs":[89],"non-photo)":[90],"annotations.":[91],"design":[93],"set":[95,123],"visual":[97],"features":[98,134],"describe":[100],"pictorial":[102],"characteristics,":[103],"deeply":[105],"analyse":[106],"peculiar":[108],"beauty":[109],"as":[113],"opposed":[114],"appealing":[116],"Finally,":[119],"we":[120],"build":[121],"frameworks":[127],"based":[128],"on":[129,155],"deep":[130],"learning":[131],"hand-crafted":[133],"that":[135,147],"take":[136],"into":[137],"account":[138],"show":[146],"they":[148],"significantly":[149],"outperform":[150],"traditional":[151],"aesthetics":[153],"methods":[154],"our":[156],"dataset.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}