{"id":"https://openalex.org/W2139929078","doi":"https://doi.org/10.1145/2671188.2749405","title":"Latent Factors of Visual Popularity Prediction","display_name":"Latent Factors of Visual Popularity Prediction","publication_year":2015,"publication_date":"2015-06-22","ids":{"openalex":"https://openalex.org/W2139929078","doi":"https://doi.org/10.1145/2671188.2749405","mag":"2139929078"},"language":"en","primary_location":{"id":"doi:10.1145/2671188.2749405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2671188.2749405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://handle.uba.uva.nl/personal/pure/en/publications/latent-factors-of-visual-popularity-prediction(9ddeed78-1f8a-49fd-b33b-916e3a83a07d).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040088449","display_name":"Spencer Cappallo","orcid":"https://orcid.org/0000-0001-6843-0320"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Spencer Cappallo","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands","university of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"university of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056112540","display_name":"Thomas Mensink","orcid":"https://orcid.org/0000-0002-5730-713X"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas Mensink","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands","university of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]},{"raw_affiliation_string":"university of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024508073","display_name":"Cees G. M. Snoek","orcid":"https://orcid.org/0000-0001-9092-1556"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cees G.M. Snoek","raw_affiliation_strings":["University of Amsterdam &amp; Qualcomm Research Netherlands, Amsterdam, Netherlands","University of Amsterdam & Qualcomm Research Netherlands, Amsterdam, Netherlands#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam &amp; Qualcomm Research Netherlands, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam & Qualcomm Research Netherlands, Amsterdam, Netherlands#TAB#","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2011,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.968925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9884999990463257,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.963233232498169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7965409159660339},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6877228021621704},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6424574255943298},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6130922436714172},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5955543518066406},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5932406783103943},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5183988213539124},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48927661776542664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47054439783096313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36950838565826416},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26891833543777466},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11423876881599426}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.963233232498169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965409159660339},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6877228021621704},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6424574255943298},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6130922436714172},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5955543518066406},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5932406783103943},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5183988213539124},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48927661776542664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47054439783096313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36950838565826416},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26891833543777466},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11423876881599426},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2671188.2749405","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2671188.2749405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM on International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire/9ddeed78-1f8a-49fd-b33b-916e3a83a07d","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/latent-factors-of-visual-popularity-prediction(9ddeed78-1f8a-49fd-b33b-916e3a83a07d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cappallo, S, Mensink, T & Snoek, C G M 2015, Latent Factors of Visual Popularity Prediction. in ICMR'15: proceedings of the 2015 ACM International Conference on Multimedia Retrieval: June 23-26, 2015, Shanghai, China. Association for Computing Machinery, New York, NY, pp. 195-202, 2015 ACM International Conference on Multimedia Retrieval, 23/06/15. https://doi.org/10.1145/2671188.2749405","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/9ddeed78-1f8a-49fd-b33b-916e3a83a07d","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/latent-factors-of-visual-popularity-prediction(9ddeed78-1f8a-49fd-b33b-916e3a83a07d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cappallo, S, Mensink, T & Snoek, C G M 2015, Latent Factors of Visual Popularity Prediction. in ICMR'15: proceedings of the 2015 ACM International Conference on Multimedia Retrieval: June 23-26, 2015, Shanghai, China. Association for Computing Machinery, New York, NY, pp. 195-202, 2015 ACM International Conference on Multimedia Retrieval, 23/06/15. https://doi.org/10.1145/2671188.2749405","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:dare.uva.nl:openaire/9ddeed78-1f8a-49fd-b33b-916e3a83a07d","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/latent-factors-of-visual-popularity-prediction(9ddeed78-1f8a-49fd-b33b-916e3a83a07d).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cappallo, S, Mensink, T & Snoek, C G M 2015, Latent Factors of Visual Popularity Prediction. in ICMR'15: proceedings of the 2015 ACM International Conference on Multimedia Retrieval: June 23-26, 2015, Shanghai, China. Association for Computing Machinery, New York, NY, pp. 195-202, 2015 ACM International Conference on Multimedia Retrieval, 23/06/15. https://doi.org/10.1145/2671188.2749405","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334893","display_name":"Stichting voor de Technische Wetenschappen","ror":"https://ror.org/057tq3593"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1599287875","https://openalex.org/W2015563892","https://openalex.org/W2033134951","https://openalex.org/W2039355801","https://openalex.org/W2047221353","https://openalex.org/W2075456404","https://openalex.org/W2078483536","https://openalex.org/W2105842272","https://openalex.org/W2108598243","https://openalex.org/W2120725344","https://openalex.org/W2148908252","https://openalex.org/W2155541015","https://openalex.org/W2163605009","https://openalex.org/W2168356304","https://openalex.org/W2170872804","https://openalex.org/W2170942078","https://openalex.org/W2186222003","https://openalex.org/W3010318089","https://openalex.org/W3125952634","https://openalex.org/W6689742982"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2053241453","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2217604302","https://openalex.org/W2185014967","https://openalex.org/W2093123876","https://openalex.org/W2064423464"],"abstract_inverted_index":{"Predicting":[0],"the":[1,60,95,104,107,117,128,136],"popularity":[2,140],"of":[3,92,103,109,127,138],"an":[4],"image":[5,20,31,46,139],"on":[6,11,77,141],"social":[7,142],"networks":[8],"based":[9],"solely":[10],"its":[12],"visual":[13,43,62],"content":[14,44],"is":[15,75],"a":[16,50,88],"difficult":[17],"problem.":[18],"One":[19],"may":[21,32],"become":[22],"widely":[23],"distributed":[24],"and":[25,115,131],"repeatedly":[26],"shared,":[27],"while":[28],"another":[29],"similar":[30],"be":[33],"totally":[34],"overlooked.":[35],"We":[36,48],"aim":[37],"to":[38],"gain":[39],"insight":[40,134],"into":[41,56,135],"how":[42],"affects":[45],"popularity.":[47],"propose":[49],"latent":[51],"ranking":[52,105],"approach":[53,124],"that":[54],"takes":[55],"account":[57],"not":[58],"only":[59],"distinctive":[61],"cues":[63],"in":[64,70,112],"popular":[65],"images,":[66],"but":[67],"also":[68],"those":[69],"unpopular":[71],"images.":[72],"This":[73],"method":[74],"evaluated":[76],"two":[78],"existing":[79],"datasets":[80],"collected":[81],"from":[82,94],"photo-sharing":[83],"websites,":[84],"as":[85,87],"well":[86],"new":[89],"proposed":[90,123],"dataset":[91],"images":[93],"microblogging":[96],"website":[97],"Twitter.":[98],"Our":[99],"experiments":[100],"investigate":[101],"factors":[102],"model,":[106],"level":[108],"user":[110],"engagement":[111],"scoring":[113],"popularity,":[114],"whether":[116],"discovered":[118],"senses":[119],"are":[120],"meaningful.":[121],"The":[122],"yields":[125],"state":[126],"art":[129],"results,":[130],"allows":[132],"for":[133],"semantics":[137],"networks.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
