{"id":"https://openalex.org/W2799139879","doi":"https://doi.org/10.1145/3184558.3191586","title":"Dynamic Local Models for Online Recommendation","display_name":"Dynamic Local Models for Online Recommendation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2799139879","doi":"https://doi.org/10.1145/3184558.3191586","mag":"2799139879"},"language":"en","primary_location":{"id":"doi:10.1145/3184558.3191586","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3191586","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3191586&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3191586&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088477786","display_name":"Marie Al-Ghossein","orcid":"https://orcid.org/0000-0002-0729-6954"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie Al-Ghossein","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, AccorHotels, Paris, France","Data, Intelligence and Graphs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, AccorHotels, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I277688954","https://openalex.org/I4210165912"]},{"raw_affiliation_string":"Data, Intelligence and Graphs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035427105","display_name":"Talel Abdessalem","orcid":null},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Talel Abdessalem","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, UMI CNRS IPAL NUS, Paris, France","Data, Intelligence and Graphs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com ParisTech, Universit\u00e9 Paris-Saclay, UMI CNRS IPAL NUS, Paris, France","institution_ids":["https://openalex.org/I12356871","https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210165912"]},{"raw_affiliation_string":"Data, Intelligence and Graphs","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017296207","display_name":"Anthony Barr\u00e9","orcid":"https://orcid.org/0000-0003-2310-2678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anthony Barr\u00e9","raw_affiliation_strings":["AccorHotels, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AccorHotels, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4904,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90852665,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1419","last_page":"1423"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6936604380607605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6936604380607605}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3184558.3191586","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3191586","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3191586&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02288562v1","is_oa":false,"landing_page_url":"https://telecom-paris.hal.science/hal-02288562","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":"Companion of the The Web Conference 2018 on The Web Conference 2018 (WWW 2018), Apr 2018, Lyon, France. pp.1419-1423, ⟨10.1145/3184558.3191586⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3184558.3191586","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3184558.3191586","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3191586&type=pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2799139879.pdf","grobid_xml":"https://content.openalex.org/works/W2799139879.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W24797996","https://openalex.org/W30495595","https://openalex.org/W952120442","https://openalex.org/W1514195614","https://openalex.org/W1560147776","https://openalex.org/W1972593919","https://openalex.org/W1987431925","https://openalex.org/W2016666840","https://openalex.org/W2057763140","https://openalex.org/W2057991616","https://openalex.org/W2072992969","https://openalex.org/W2082138174","https://openalex.org/W2082831169","https://openalex.org/W2084689094","https://openalex.org/W2099419573","https://openalex.org/W2115528490","https://openalex.org/W2142144955","https://openalex.org/W2259471720","https://openalex.org/W2511264801","https://openalex.org/W2760377357","https://openalex.org/W4211124088"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"With":[0],"the":[1,4,63,71,118,132,139,153],"explosion":[2],"of":[3,6,66,120,134,155],"volume":[5],"user-generated":[7],"data,":[8],"designing":[9],"online":[10],"recommender":[11],"systems":[12,22],"that":[13,27,122],"learn":[14],"from":[15],"data":[16],"streams":[17],"has":[18],"become":[19],"essential.":[20],"These":[21],"rely":[23],"on":[24,93,144],"incremental":[25],"learning":[26],"continuously":[28],"update":[29],"models":[30,95,101,140,158],"as":[31],"new":[32],"observations":[33,67],"arrive":[34],"and":[35,51,77,137,151],"they":[36],"should":[37],"be":[38],"able":[39],"to":[40,42,62,96,107,126,131,159,161],"adapt":[41,160],"drifts":[43],"in":[44,78,163],"real-time.":[45],"User":[46],"preferences":[47,72,110,121],"evolve":[48],"over":[49],"time":[50],"tracking":[52],"their":[53,105],"evolution":[54],"is":[55],"not":[56],"an":[57],"easy":[58],"task.":[59],"In":[60,84],"addition":[61],"low":[64],"number":[65],"available":[68],"per":[69],"user,":[70],"change":[73],"at":[74],"different":[75,79],"moments":[76],"ways":[80],"for":[81,104],"each":[82],"individual.":[83],"this":[85,98],"paper,":[86],"we":[87],"propose":[88],"a":[89,124,128],"novel":[90],"approach":[91,115],"based":[92],"local":[94,157],"address":[97],"problem.":[99],"Local":[100],"are":[102],"known":[103],"ability":[106],"capture":[108],"diverse":[109],"among":[111],"user":[112,125,164],"subsets.":[113],"Our":[114,142],"automatically":[116],"detects":[117],"drift":[119],"leads":[123],"adopt":[127],"behavior":[129],"closer":[130],"users":[133],"another":[135],"subset,":[136],"adjusts":[138],"accordingly.":[141],"experiments":[143],"real":[145],"world":[146],"datasets":[147],"show":[148],"promising":[149],"results":[150],"prove":[152],"effectiveness":[154],"using":[156],"changes":[162],"preferences.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}