{"id":"https://openalex.org/W2916618346","doi":"https://doi.org/10.1109/glocom.2018.8647370","title":"Multimedia Content Popularity: Learning and Recommending a Prediction Method","display_name":"Multimedia Content Popularity: Learning and Recommending a Prediction Method","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2916618346","doi":"https://doi.org/10.1109/glocom.2018.8647370","mag":"2916618346"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2018.8647370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","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/A5001206004","display_name":"Nhan Nguyen\u2010Thanh","orcid":"https://orcid.org/0000-0001-9859-9311"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nhan Nguyen-Thanh","raw_affiliation_strings":["LRI, Univ. of Paris-Sud, France","Laboratoire de Recherche en Informatique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRI, Univ. of Paris-Sud, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072756502","display_name":"Dana Marinca","orcid":null},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039268","display_name":"Donn\u00e9es et algorithmes pour une ville intelligente et durable","ror":"https://ror.org/01xta2p78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039268"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dana Marinca","raw_affiliation_strings":["David Lab, UVSQ, France","Donn\u00e9es et algorithmes pour une ville intelligente et durable - DAVID"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David Lab, UVSQ, France","institution_ids":["https://openalex.org/I195731000"]},{"raw_affiliation_string":"Donn\u00e9es et algorithmes pour une ville intelligente et durable - DAVID","institution_ids":["https://openalex.org/I4390039268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050378435","display_name":"Kinda Khawam","orcid":"https://orcid.org/0000-0003-0871-6209"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kinda Khawam","raw_affiliation_strings":["LRI, Univ. of Paris-Sud, France","Laboratoire de Recherche en Informatique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRI, Univ. of Paris-Sud, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107211613","display_name":"Steven Martin","orcid":null},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Steven Martin","raw_affiliation_strings":["LRI, Univ. of Paris-Sud, France","Laboratoire de Recherche en Informatique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRI, Univ. of Paris-Sud, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044407606","display_name":"Lila Boukhatem","orcid":"https://orcid.org/0000-0001-6207-8055"},"institutions":[{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lila Boukhatem","raw_affiliation_strings":["LRI, Univ. of Paris-Sud, France","Laboratoire de Recherche en Informatique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRI, Univ. of Paris-Sud, France","institution_ids":["https://openalex.org/I102197404","https://openalex.org/I4210144804"]},{"raw_affiliation_string":"Laboratoire de Recherche en Informatique","institution_ids":["https://openalex.org/I4210144804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7906,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77494979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9986000061035156,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.996999979019165,"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/popularity","display_name":"Popularity","score":0.9182124137878418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8710094094276428},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5232521295547485},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5191942453384399},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46835556626319885},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.45986390113830566},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4403942823410034},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41758665442466736},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4151929020881653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40136948227882385},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21644890308380127},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.20158520340919495},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0866871178150177}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9182124137878418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8710094094276428},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5232521295547485},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5191942453384399},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46835556626319885},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.45986390113830566},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4403942823410034},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41758665442466736},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4151929020881653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40136948227882385},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21644890308380127},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.20158520340919495},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0866871178150177},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":2,"locations":[{"id":"doi:10.1109/glocom.2018.8647370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03001723v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03001723","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GLOBECOM 2018 - 2018 IEEE Global Communications Conference, Dec 2018, Abu Dhabi, Canada. pp.1-7, &#x27E8;10.1109/GLOCOM.2018.8647370&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1139185857","https://openalex.org/W1412447802","https://openalex.org/W1594031697","https://openalex.org/W1597703625","https://openalex.org/W1598796236","https://openalex.org/W1678356000","https://openalex.org/W1924770834","https://openalex.org/W1930624869","https://openalex.org/W1972851018","https://openalex.org/W1982348007","https://openalex.org/W1988790447","https://openalex.org/W2000822082","https://openalex.org/W2019540924","https://openalex.org/W2062261051","https://openalex.org/W2064675550","https://openalex.org/W2069729888","https://openalex.org/W2070493638","https://openalex.org/W2100235918","https://openalex.org/W2111928004","https://openalex.org/W2124085800","https://openalex.org/W2125055259","https://openalex.org/W2130377994","https://openalex.org/W2149706766","https://openalex.org/W2153476503","https://openalex.org/W2171960770","https://openalex.org/W2183745148","https://openalex.org/W2415391790","https://openalex.org/W2469476863","https://openalex.org/W2524365899","https://openalex.org/W2587515641","https://openalex.org/W2610668252","https://openalex.org/W2624989916","https://openalex.org/W2751904527","https://openalex.org/W2759435064","https://openalex.org/W2964199361","https://openalex.org/W4236137412","https://openalex.org/W4238763888","https://openalex.org/W4248437541","https://openalex.org/W6635679246","https://openalex.org/W6742924651","https://openalex.org/W6743715071"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4301184764"],"abstract_inverted_index":{"In":[0,56],"5G":[1],"networks,":[2],"Mobile":[3],"Edge":[4],"Computing":[5],"(MEC)":[6],"has":[7],"been":[8],"proposed":[9,109,148],"to":[10,30,37,80,153],"enable":[11],"computation":[12],"and":[13,63,72,95,161],"storage":[14],"capabilities":[15],"at":[16],"the":[17,38,51,100,123,137,147,155,158],"edge":[18],"of":[19,34,40,53,103,125,136,157],"Radio":[20],"Access":[21],"Networks.":[22],"Proactive":[23],"content":[24,44,82,126,145,167],"caching":[25],"in":[26,50,78,122],"MEC":[27],"is":[28,151],"crucial":[29],"guarantee":[31],"users'":[32],"Quality":[33],"Experience":[35],"thanks":[36],"reduction":[39],"traffic":[41],"latency.":[42],"Predicting":[43],"popularity":[45,127,130],"plays":[46],"a":[47,61,143,163],"key":[48],"role":[49],"effectiveness":[52,121],"proactive":[54],"caching.":[55],"this":[57],"paper,":[58],"we":[59],"propose":[60],"generic":[62],"flexible":[64],"recommendation":[65],"framework":[66],"which":[67],"allows":[68],"recommending":[69,149],"suitable":[70],"learning":[71],"prediction":[73,124,138],"algorithms":[74,86],"among":[75],"available":[76],"ones,":[77],"order":[79],"predict":[81],"popularity.":[83,168],"The":[84],"investigated":[85],"are":[87],"categorized":[88],"into":[89],"two":[90],"main":[91],"classes:":[92],"tree-based":[93],"regressors":[94],"recurrent":[96],"neural":[97],"networks.":[98],"Through":[99],"study":[101],"case":[102],"YouTube":[104],"video":[105],"solicitation":[106],"profiles,":[107],"our":[108],"method,":[110],"called":[111],"Imputation-Boosted":[112],"Collaborative-Filtering":[113],"based":[114],"Recommending":[115],"Prediction":[116],"Method":[117],"(IBCF-RPM)":[118],"shows":[119],"its":[120],"for":[128,166],"various":[129],"profiles.":[131],"By":[132],"running":[133],"only":[134],"30%":[135],"algorithms,":[139],"randomly":[140],"chosen,":[141],"on":[142],"given":[144],"profile,":[146],"method":[150],"able":[152],"estimate":[154],"accuracy":[156],"other":[159],"predictors":[160],"recommend":[162],"well-suited":[164],"predictor":[165]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
