{"id":"https://openalex.org/W1995343386","doi":"https://doi.org/10.1145/2647868.2654950","title":"One of a Kind","display_name":"One of a Kind","publication_year":2014,"publication_date":"2014-10-31","ids":{"openalex":"https://openalex.org/W1995343386","doi":"https://doi.org/10.1145/2647868.2654950","mag":"1995343386"},"language":"en","primary_location":{"id":"doi:10.1145/2647868.2654950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","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/A5103208609","display_name":"Xue Geng","orcid":"https://orcid.org/0000-0001-5767-6739"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xue Geng","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042324027","display_name":"Hanwang Zhang","orcid":"https://orcid.org/0000-0001-7374-8739"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hanwang Zhang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050017676","display_name":"Zheng Song","orcid":"https://orcid.org/0000-0001-9169-0358"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng Song","raw_affiliation_strings":["Visenze Pte. Ltd, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visenze Pte. Ltd, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397616","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-5070-4511"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China","University of Electronic Science & Technology of China, ChengDu, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"University of Electronic Science & Technology of China, ChengDu, China#TAB#","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091587552","display_name":"Huanbo Luan","orcid":"https://orcid.org/0000-0003-3938-119X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huanbo Luan","raw_affiliation_strings":["National University of Singapore, Sinagpore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Sinagpore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat-Seng Chua","raw_affiliation_strings":["National University of Singapore, Sinagpore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Sinagpore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9465,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.98490121,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"567","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9980999827384949,"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":0.991100013256073,"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":0.8406215906143188},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7921185493469238},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6623905301094055},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.5951722860336304},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5933105945587158},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.554743230342865},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.5089614391326904},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.47666600346565247},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44117897748947144},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.440351277589798},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4236203134059906},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3967673182487488},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3739283084869385},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.3296586871147156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.250457227230072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406215906143188},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7921185493469238},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6623905301094055},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.5951722860336304},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5933105945587158},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.554743230342865},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.5089614391326904},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.47666600346565247},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44117897748947144},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.440351277589798},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4236203134059906},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3967673182487488},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3739283084869385},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3296586871147156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.250457227230072},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2647868.2654950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G7908339903","display_name":null,"funder_award_id":"R-252-300-001-490","funder_id":"https://openalex.org/F4320320749","funder_display_name":"Media Development Authority - Singapore"},{"id":"https://openalex.org/G8033733971","display_name":null,"funder_award_id":"61303075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320749","display_name":"Media Development Authority - Singapore","ror":"https://ror.org/00hhhdj49"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W331119053","https://openalex.org/W1530276735","https://openalex.org/W1614298861","https://openalex.org/W1630105706","https://openalex.org/W1964810009","https://openalex.org/W1966355874","https://openalex.org/W1980287119","https://openalex.org/W1994473607","https://openalex.org/W1996105136","https://openalex.org/W2019177758","https://openalex.org/W2021166260","https://openalex.org/W2024791434","https://openalex.org/W2028285070","https://openalex.org/W2046831736","https://openalex.org/W2074424102","https://openalex.org/W2103823491","https://openalex.org/W2106097867","https://openalex.org/W2108685212","https://openalex.org/W2116729425","https://openalex.org/W2125204570","https://openalex.org/W2131628350","https://openalex.org/W2135114864","https://openalex.org/W2135790056","https://openalex.org/W2142144955","https://openalex.org/W2143104527","https://openalex.org/W2149490995","https://openalex.org/W2155541015","https://openalex.org/W2157530295","https://openalex.org/W2163605009","https://openalex.org/W2171804848","https://openalex.org/W2171960770","https://openalex.org/W2277141067","https://openalex.org/W2294281382","https://openalex.org/W2339666411"],"related_works":["https://openalex.org/W4295419255","https://openalex.org/W2563344496","https://openalex.org/W84079851","https://openalex.org/W2199139639","https://openalex.org/W2024431931","https://openalex.org/W2158384794","https://openalex.org/W2140379697","https://openalex.org/W2480802486","https://openalex.org/W2041307138","https://openalex.org/W2096479573"],"abstract_inverted_index":{"Social":[0,66],"Curation":[1],"Service":[2],"(SCS)":[3],"is":[4,191],"a":[5,122,141,179],"new":[6,142],"type":[7],"of":[8,21,32,78,186],"emerging":[9],"social":[10,44,88,116,168,197,203],"media":[11,204],"platform,":[12],"where":[13],"users":[14,216],"can":[15,199],"select,":[16],"organize":[17],"and":[18,36,56,85,114,127,156,217],"keep":[19],"track":[20],"multimedia":[22,82,102],"contents":[23],"they":[24],"like.":[25],"In":[26,137],"this":[27,33],"paper,":[28],"we":[29,95,119,139,162],"take":[30],"advantage":[31],"great":[34],"opportunity":[35],"target":[37],"at":[38],"the":[39,74,100,129,166,175,184,192,233],"very":[40],"starting":[41],"point":[42],"in":[43,64,178,201,224],"media:":[45],"user":[46,108,112,124,135,176,207,235],"profiling,":[47],"which":[48],"supports":[49],"fundamental":[50],"applications":[51],"such":[52],"as":[53,209],"personalized":[54],"search":[55],"recommendation.":[57],"As":[58],"compared":[59],"to":[60,98,105,132,152,164,173],"other":[61,242],"profiling":[62,208],"methods":[63,230],"conventional":[65],"Network":[67],"Services":[68],"(SNS),":[69],"our":[70,187,189],"work":[71,190],"benefits":[72],"from":[73,222],"two":[75,93],"distinguishable":[76],"characteristics":[77],"SCS:":[79],"a)":[80],"organized":[81],"user-generated":[83],"contents,":[84],"b)":[86],"content-centric":[87],"network.":[89],"Based":[90],"on":[91,214,232],"these":[92],"characteristics,":[94],"are":[96,237],"able":[97],"deploy":[99],"state-of-the-art":[101,243],"analysis":[103],"techniques":[104],"establish":[106],"content-based":[107,123,202],"profiles":[109,177,236],"by":[110,171],"extracting":[111],"preferences":[113],"their":[115],"relations.":[117],"First,":[118],"automatically":[120],"construct":[121],"preference":[125],"ontology":[126],"learn":[128,153],"ontological":[130],"models":[131,155],"generate":[133],"comprehensive":[134],"profiles.":[136],"particular,":[138],"propose":[140,163],"deep":[143],"learning":[144],"strategy":[145],"called":[146],"multi-task":[147],"convolutional":[148],"neural":[149],"network":[150],"(mtCNN)":[151],"profile":[154],"profile-related":[157],"visual":[158],"features":[159],"simultaneously.":[160],"Second,":[161],"model":[165],"multi-level":[167],"relations":[169],"offered":[170],"SCS":[172],"refine":[174],"low-rank":[180],"recovery":[181],"framework.":[182],"To":[183],"best":[185],"knowledge,":[188],"first":[193],"that":[194,228],"explores":[195],"how":[196],"curation":[198],"help":[200],"technologies,":[205],"taking":[206],"an":[210],"example.":[211],"Extensive":[212],"experiments":[213],"1,293":[215],"1.5":[218],"million":[219],"images":[220],"collected":[221],"Pinterest":[223],"fashion":[225],"domain":[226],"demonstrate":[227],"recommendation":[229,244],"based":[231],"proposed":[234],"considerably":[238],"more":[239],"effective":[240],"than":[241],"strategies.":[245]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}