{"id":"https://openalex.org/W2929974724","doi":"https://doi.org/10.1145/3301299","title":"Computational Understanding of Visual Interestingness Beyond Semantics","display_name":"Computational Understanding of Visual Interestingness Beyond Semantics","publication_year":2019,"publication_date":"2019-03-27","ids":{"openalex":"https://openalex.org/W2929974724","doi":"https://doi.org/10.1145/3301299","mag":"2929974724"},"language":"en","primary_location":{"id":"doi:10.1145/3301299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301299","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5026839903","display_name":"Mihai Gabriel Constantin","orcid":"https://orcid.org/0000-0002-2312-6672"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Mihai Gabriel Constantin","raw_affiliation_strings":["University Politehnica of Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","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/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miriam Redi","raw_affiliation_strings":["King's College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"King's College London, United Kingdom","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000640231","display_name":"Gloria Zen","orcid":"https://orcid.org/0000-0001-6271-5915"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gloria Zen","raw_affiliation_strings":["University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051234459","display_name":"Bogdan Ionescu","orcid":"https://orcid.org/0000-0003-4112-5769"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Bogdan Ionescu","raw_affiliation_strings":["University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026839903"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":2.3281,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.90959189,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"2","first_page":"1","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9868999719619751,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9868999719619751,"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":0.9811999797821045,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9760000109672546,"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/computer-science","display_name":"Computer science","score":0.851661205291748},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5750070810317993},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4972870647907257},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.4651065468788147},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4601825177669525},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4331563413143158},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.43133434653282166},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41221195459365845},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3899661600589752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32452821731567383},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27492040395736694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.851661205291748},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5750070810317993},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4972870647907257},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.4651065468788147},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4601825177669525},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4331563413143158},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.43133434653282166},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41221195459365845},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3899661600589752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32452821731567383},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27492040395736694},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301299","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6798648388","display_name":null,"funder_award_id":"2SOL/2017, SPIA-VA","funder_id":"https://openalex.org/F4320323983","funder_display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii"}],"funders":[{"id":"https://openalex.org/F4320323983","display_name":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","ror":"https://ror.org/01q7jq182"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":248,"referenced_works":["https://openalex.org/W105585478","https://openalex.org/W109020964","https://openalex.org/W193299737","https://openalex.org/W563257446","https://openalex.org/W571780688","https://openalex.org/W1486647861","https://openalex.org/W1487643133","https://openalex.org/W1493532058","https://openalex.org/W1511924373","https://openalex.org/W1513090274","https://openalex.org/W1514507222","https://openalex.org/W1516184288","https://openalex.org/W1521292914","https://openalex.org/W1522734439","https://openalex.org/W1525931151","https://openalex.org/W1529253181","https://openalex.org/W1532457925","https://openalex.org/W1543432603","https://openalex.org/W1546072031","https://openalex.org/W1559429545","https://openalex.org/W1560847364","https://openalex.org/W1566135517","https://openalex.org/W1604542852","https://openalex.org/W1606532349","https://openalex.org/W1638203394","https://openalex.org/W1643901146","https://openalex.org/W1680245855","https://openalex.org/W1763311249","https://openalex.org/W1772076007","https://openalex.org/W1880373995","https://openalex.org/W1904325426","https://openalex.org/W1934250397","https://openalex.org/W1950412479","https://openalex.org/W1963356639","https://openalex.org/W1964806982","https://openalex.org/W1965764266","https://openalex.org/W1965905772","https://openalex.org/W1966797434","https://openalex.org/W1969923256","https://openalex.org/W1970399927","https://openalex.org/W1974164397","https://openalex.org/W1976811884","https://openalex.org/W1980384741","https://openalex.org/W1980711281","https://openalex.org/W1981616671","https://openalex.org/W1986533012","https://openalex.org/W1987347218","https://openalex.org/W1989098886","https://openalex.org/W1989778904","https://openalex.org/W1989923731","https://openalex.org/W1996326832","https://openalex.org/W1996483309","https://openalex.org/W1996986760","https://openalex.org/W2002055708","https://openalex.org/W2003856922","https://openalex.org/W2004082109","https://openalex.org/W2007349701","https://openalex.org/W2007445014","https://openalex.org/W2009627211","https://openalex.org/W2013643315","https://openalex.org/W2014330437","https://openalex.org/W2015052138","https://openalex.org/W2016095291","https://openalex.org/W2017411072","https://openalex.org/W2017814585","https://openalex.org/W2018259456","https://openalex.org/W2020795615","https://openalex.org/W2020919587","https://openalex.org/W2021659075","https://openalex.org/W2023736093","https://openalex.org/W2024127791","https://openalex.org/W2025296793","https://openalex.org/W2025298509","https://openalex.org/W2025510654","https://openalex.org/W2033428167","https://openalex.org/W2034720924","https://openalex.org/W2037437396","https://openalex.org/W2038033266","https://openalex.org/W2038902427","https://openalex.org/W2039355801","https://openalex.org/W2042548211","https://openalex.org/W2042662639","https://openalex.org/W2042863830","https://openalex.org/W2044372538","https://openalex.org/W2044807399","https://openalex.org/W2044879021","https://openalex.org/W2046832595","https://openalex.org/W2047255179","https://openalex.org/W2048173720","https://openalex.org/W2051279166","https://openalex.org/W2051308385","https://openalex.org/W2052943004","https://openalex.org/W2055774343","https://openalex.org/W2056825935","https://openalex.org/W2059432853","https://openalex.org/W2059934139","https://openalex.org/W2060108852","https://openalex.org/W2060565253","https://openalex.org/W2061651455","https://openalex.org/W2062233320","https://openalex.org/W2062911963","https://openalex.org/W2066064791","https://openalex.org/W2069810392","https://openalex.org/W2070414526","https://openalex.org/W2070798073","https://openalex.org/W2074356411","https://openalex.org/W2078807908","https://openalex.org/W2080754665","https://openalex.org/W2082622258","https://openalex.org/W2084403461","https://openalex.org/W2084976085","https://openalex.org/W2088554603","https://openalex.org/W2093573037","https://openalex.org/W2095345875","https://openalex.org/W2097430540","https://openalex.org/W2098935012","https://openalex.org/W2104915826","https://openalex.org/W2113352382","https://openalex.org/W2114369240","https://openalex.org/W2114994812","https://openalex.org/W2116146325","https://openalex.org/W2117651526","https://openalex.org/W2118526556","https://openalex.org/W2121573996","https://openalex.org/W2122528955","https://openalex.org/W2123020895","https://openalex.org/W2125101937","https://openalex.org/W2130249291","https://openalex.org/W2134206156","https://openalex.org/W2134670479","https://openalex.org/W2138750591","https://openalex.org/W2142474499","https://openalex.org/W2142796031","https://openalex.org/W2142841871","https://openalex.org/W2142978433","https://openalex.org/W2144182447","https://openalex.org/W2145201922","https://openalex.org/W2147223282","https://openalex.org/W2148839449","https://openalex.org/W2149203771","https://openalex.org/W2151009539","https://openalex.org/W2153975459","https://openalex.org/W2156848952","https://openalex.org/W2158155099","https://openalex.org/W2160440850","https://openalex.org/W2161054398","https://openalex.org/W2161618263","https://openalex.org/W2162915993","https://openalex.org/W2163352848","https://openalex.org/W2164084182","https://openalex.org/W2165044314","https://openalex.org/W2165947725","https://openalex.org/W2169177311","https://openalex.org/W2169720888","https://openalex.org/W2170658603","https://openalex.org/W2171614586","https://openalex.org/W2177696193","https://openalex.org/W2181132516","https://openalex.org/W2188687388","https://openalex.org/W2203368333","https://openalex.org/W2219771564","https://openalex.org/W2226478121","https://openalex.org/W2250710744","https://openalex.org/W2255389788","https://openalex.org/W2255886035","https://openalex.org/W2285187510","https://openalex.org/W2315708923","https://openalex.org/W2317843449","https://openalex.org/W2410819574","https://openalex.org/W2416343195","https://openalex.org/W2430438249","https://openalex.org/W2433203947","https://openalex.org/W2438186456","https://openalex.org/W2467531333","https://openalex.org/W2480784099","https://openalex.org/W2483321075","https://openalex.org/W2488533857","https://openalex.org/W2492979475","https://openalex.org/W2493642124","https://openalex.org/W2496548195","https://openalex.org/W2520859141","https://openalex.org/W2524459589","https://openalex.org/W2525668096","https://openalex.org/W2526328803","https://openalex.org/W2529272619","https://openalex.org/W2553186659","https://openalex.org/W2562276355","https://openalex.org/W2573570971","https://openalex.org/W2576230325","https://openalex.org/W2576846379","https://openalex.org/W2577324385","https://openalex.org/W2577685008","https://openalex.org/W2578101959","https://openalex.org/W2578496238","https://openalex.org/W2578818682","https://openalex.org/W2579028431","https://openalex.org/W2584069265","https://openalex.org/W2595233870","https://openalex.org/W2604758567","https://openalex.org/W2605875579","https://openalex.org/W2611501029","https://openalex.org/W2614443169","https://openalex.org/W2737892551","https://openalex.org/W2749039359","https://openalex.org/W2761168051","https://openalex.org/W2762031921","https://openalex.org/W2763080223","https://openalex.org/W2765444682","https://openalex.org/W2772584248","https://openalex.org/W2773248721","https://openalex.org/W2773552330","https://openalex.org/W2775200595","https://openalex.org/W2790898510","https://openalex.org/W2795799194","https://openalex.org/W2807727695","https://openalex.org/W2807844012","https://openalex.org/W2808235941","https://openalex.org/W2914393402","https://openalex.org/W2915581357","https://openalex.org/W2963247542","https://openalex.org/W2963277177","https://openalex.org/W2978082409","https://openalex.org/W2979401726","https://openalex.org/W2980998562","https://openalex.org/W2990138404","https://openalex.org/W3003623942","https://openalex.org/W3016076594","https://openalex.org/W3093757034","https://openalex.org/W3098234360","https://openalex.org/W3099153556","https://openalex.org/W3101763945","https://openalex.org/W3104979525","https://openalex.org/W3105184045","https://openalex.org/W3124607078","https://openalex.org/W3124645392","https://openalex.org/W4229805581","https://openalex.org/W4235570401","https://openalex.org/W4237552321","https://openalex.org/W4239182178","https://openalex.org/W4242955792","https://openalex.org/W4243801427","https://openalex.org/W4244214432","https://openalex.org/W4290960469","https://openalex.org/W4300786062","https://openalex.org/W4302315070","https://openalex.org/W4319308497","https://openalex.org/W4377822757","https://openalex.org/W4388282970"],"related_works":["https://openalex.org/W3134493632","https://openalex.org/W1602080981","https://openalex.org/W4242208525","https://openalex.org/W2544661358","https://openalex.org/W2543533418","https://openalex.org/W4240249180","https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W4293108519","https://openalex.org/W3041760129"],"abstract_inverted_index":{"Understanding":[0],"visual":[1,31,60,83,113,148,195],"interestingness":[2,114,149,196],"is":[3,85],"a":[4,43,131,137,144],"challenging":[5],"task":[6,42],"addressed":[7,183],"by":[8,73,128],"researchers":[9,192],"in":[10,184,194,210,214],"various":[11],"disciplines":[12],"ranging":[13],"from":[14],"humanities":[15,211],"and":[16,23,29,76,115,150,164,197,212],"psychology":[17],"to,":[18],"more":[19],"recently,":[20],"computer":[21],"vision":[22],"multimedia.":[24],"The":[25],"rise":[26],"of":[27,59,134,224],"infographics":[28],"the":[30,56,65,110],"information":[32,61],"overload":[33],"that":[34,82,167,180],"we":[35,142,175],"are":[36,48,98],"facing":[37],"today":[38],"have":[39,168],"given":[40],"this":[41,140],"crucial":[44],"importance.":[45],"Automatic":[46],"systems":[47],"increasingly":[49],"needed":[50],"to":[51,88,154,190],"help":[52],"users":[53],"navigate":[54],"through":[55],"growing":[57],"amount":[58],"available,":[62],"either":[63],"on":[64,101,147,159],"web":[66],"or":[67,93,106,200],"our":[68],"personal":[69],"devices,":[70],"for":[71,126],"instance":[72],"selecting":[74],"relevant":[75],"interesting":[77],"content.":[78],"Previous":[79],"studies":[80],"indicate":[81],"interest":[84],"highly":[86],"related":[87,117,151,198],"concepts":[89,118],"like":[90],"arousal,":[91],"unusualness,":[92],"complexity,":[94],"where":[95],"these":[96],"connections":[97],"found":[99],"based":[100,158],"psychological":[102],"theories,":[103],"user":[104],"studies,":[105],"computational":[107,215],"approaches.":[108],"However,":[109],"link":[111],"between":[112],"other":[116],"has":[119],"been":[120,170],"only":[121,130],"partially":[122],"explored":[123],"so":[124],"far,":[125],"example,":[127],"considering":[129],"limited":[132],"subset":[133],"covariates":[135],"at":[136,207],"time.":[138],"In":[139],"article,":[141],"present":[143,176],"comprehensive":[145],"survey":[146],"concepts,":[152,202],"aiming":[153],"bring":[155],"together":[156],"works":[157],"different":[160],"approaches,":[161,216],"highlighting":[162],"controversies,":[163],"identifying":[165],"links":[166],"not":[169],"fully":[171],"investigated":[172],"yet.":[173],"Finally,":[174],"some":[177],"open":[178],"questions":[179],"may":[181],"be":[182],"future":[185],"works.":[186],"Our":[187],"work":[188],"aims":[189],"support":[191],"interested":[193],"subjective":[199],"abstract":[201],"providing":[203,220],"an":[204,221],"in-depth":[205],"overlook":[206],"state-of-the-art":[208],"theories":[209],"methods":[213],"as":[217,219],"well":[218],"extended":[222],"list":[223],"datasets.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
