{"id":"https://openalex.org/W2113615606","doi":"https://doi.org/10.1145/1526709.1526813","title":"Ranking and classifying attractiveness of photos in folksonomies","display_name":"Ranking and classifying attractiveness of photos in folksonomies","publication_year":2009,"publication_date":"2009-04-20","ids":{"openalex":"https://openalex.org/W2113615606","doi":"https://doi.org/10.1145/1526709.1526813","mag":"2113615606"},"language":"en","primary_location":{"id":"doi:10.1145/1526709.1526813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1526709.1526813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th international conference on World wide web","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/A5045363195","display_name":"Jos\u00e9 San Pedro","orcid":"https://orcid.org/0000-0001-6149-3679"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jose San Pedro","raw_affiliation_strings":["The University of Sheffield, Sheffield, United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053520164","display_name":"Stefan Siersdorfer","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Siersdorfer","raw_affiliation_strings":["University of Hannover, Hannover, Germany","[University of Hannover, Hannover, Germany.]"],"affiliations":[{"raw_affiliation_string":"University of Hannover, Hannover, Germany","institution_ids":[]},{"raw_affiliation_string":"[University of Hannover, Hannover, Germany.]","institution_ids":["https://openalex.org/I114112103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045363195"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":7.7657,"has_fulltext":false,"cited_by_count":111,"citation_normalized_percentile":{"value":0.97754167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"771","last_page":"780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9930999875068665,"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":0.8135839104652405},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7381064891815186},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7106704711914062},{"id":"https://openalex.org/keywords/folksonomy","display_name":"Folksonomy","score":0.7084241509437561},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6030575633049011},{"id":"https://openalex.org/keywords/attractiveness","display_name":"Attractiveness","score":0.5739165544509888},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5651724338531494},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.4479493796825409},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4397210478782654},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.43282973766326904},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.402620792388916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2495206594467163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135839104652405},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7381064891815186},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7106704711914062},{"id":"https://openalex.org/C2778431730","wikidata":"https://www.wikidata.org/wiki/Q494291","display_name":"Folksonomy","level":2,"score":0.7084241509437561},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6030575633049011},{"id":"https://openalex.org/C31173074","wikidata":"https://www.wikidata.org/wiki/Q2632514","display_name":"Attractiveness","level":2,"score":0.5739165544509888},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5651724338531494},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4479493796825409},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4397210478782654},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.43282973766326904},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.402620792388916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2495206594467163},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1526709.1526813","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1526709.1526813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th international conference on World wide web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1506845741","https://openalex.org/W1549014378","https://openalex.org/W1574862351","https://openalex.org/W1574901103","https://openalex.org/W1586154730","https://openalex.org/W1607970820","https://openalex.org/W1876696094","https://openalex.org/W1882504659","https://openalex.org/W1964357740","https://openalex.org/W1969923256","https://openalex.org/W1988694953","https://openalex.org/W1990272403","https://openalex.org/W1994849748","https://openalex.org/W2006331864","https://openalex.org/W2060744706","https://openalex.org/W2063862666","https://openalex.org/W2093147670","https://openalex.org/W2100988283","https://openalex.org/W2110248009","https://openalex.org/W2114595828","https://openalex.org/W2121672615","https://openalex.org/W2125148312","https://openalex.org/W2134774992","https://openalex.org/W2138745909","https://openalex.org/W2139212933","https://openalex.org/W2143331230","https://openalex.org/W2148848666","https://openalex.org/W2149684865","https://openalex.org/W2166557397","https://openalex.org/W2170654002","https://openalex.org/W2174390426","https://openalex.org/W2245625259","https://openalex.org/W2304095966","https://openalex.org/W2435251607","https://openalex.org/W2799061466","https://openalex.org/W3193477162","https://openalex.org/W4244494905","https://openalex.org/W4250908292","https://openalex.org/W4321466059","https://openalex.org/W6673886751","https://openalex.org/W6743980554","https://openalex.org/W7006609711","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W4390446658","https://openalex.org/W2138488530","https://openalex.org/W2971071571","https://openalex.org/W2798835721","https://openalex.org/W2922169395","https://openalex.org/W2387658907","https://openalex.org/W25098770"],"abstract_inverted_index":{"Web":[0,98],"2.0":[1,99],"applications":[2],"like":[3],"Flickr,":[4,103],"YouTube,":[5],"or":[6],"Del.icio.us":[7],"are":[8],"increasingly":[9],"popular":[10],"online":[11],"communities":[12],"for":[13,43,53,64,142,147],"creating,":[14],"editing":[15],"and":[16,32,46,77,93,111,114,130,144],"sharing":[17,101],"content.":[18,149],"The":[19],"growing":[20],"size":[21],"of":[22,30,156,162],"these":[23,119],"folksonomies":[24],"poses":[25],"new":[26],"challenges":[27],"in":[28,85,96],"terms":[29],"search":[31,143],"data":[33],"mining.":[34],"In":[35],"this":[36,57],"paper":[37],"we":[38,59,104,128],"introduce":[39],"a":[40,88,154],"novel":[41],"methodology":[42],"automatically":[44],"ranking":[45,140],"classifying":[47],"photos":[48,110,132,158],"according":[49,133],"to":[50,108,134],"their":[51,135],"attractiveness":[52],"folksonomy":[54],"members.":[55],"To":[56],"end,":[58],"exploit":[60],"image":[61],"features":[62],"known":[63],"having":[65],"significant":[66],"effects":[67],"on":[68,118,153],"the":[69,97,109,123,160],"visual":[70],"quality":[71],"perceived":[72],"by":[73],"humans":[74],"(e.g.":[75],"sharpness":[76],"colorfulness)":[78],"as":[79,81],"well":[80],"textual":[82],"meta":[83],"data,":[84],"what":[86],"is":[87],"multi-modal":[89],"approach.":[90,164],"Using":[91],"feedback":[92],"annotations":[94],"available":[95],"photo":[100],"system":[102],"assign":[105],"relevance":[106,120],"values":[107],"train":[112],"classification":[113],"regression":[115],"models":[116,127],"based":[117],"assignments.":[121],"With":[122],"resulting":[124],"machine":[125],"learning":[126],"categorize":[129],"rank":[131],"attractiveness.":[136],"Applications":[137],"include":[138],"enhanced":[139],"functions":[141],"recommender":[145],"methods":[146],"attractive":[148],"Large":[150],"scale":[151],"experiments":[152],"collection":[155],"Flickr":[157],"demonstrate":[159],"viability":[161],"our":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}