{"id":"https://openalex.org/W4403577786","doi":"https://doi.org/10.1145/3627673.3679083","title":"International Workshop on Online and Adaptive Recommender Systems (OARS 2024)","display_name":"International Workshop on Online and Adaptive Recommender Systems (OARS 2024)","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403577786","doi":"https://doi.org/10.1145/3627673.3679083"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679083","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","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/A5102967365","display_name":"Xiquan Cui","orcid":"https://orcid.org/0009-0005-5306-8839"},"institutions":[{"id":"https://openalex.org/I2799939184","display_name":"Home Depot (United States)","ror":"https://ror.org/031603425","country_code":"US","type":"company","lineage":["https://openalex.org/I2799939184"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiquan Cui","raw_affiliation_strings":["The Home Depot, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"The Home Depot, Atlanta, GA, USA","institution_ids":["https://openalex.org/I2799939184"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090996348","display_name":"Vachik S. Dave","orcid":"https://orcid.org/0009-0004-1963-8415"},"institutions":[{"id":"https://openalex.org/I1330693074","display_name":"Walmart (United States)","ror":"https://ror.org/04j0gge90","country_code":"US","type":"company","lineage":["https://openalex.org/I1330693074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vachik Dave","raw_affiliation_strings":["Walmart Global Tech, Sunnyvale, California, USA"],"affiliations":[{"raw_affiliation_string":"Walmart Global Tech, Sunnyvale, California, USA","institution_ids":["https://openalex.org/I1330693074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045514419","display_name":"Yi Su","orcid":"https://orcid.org/0009-0000-9207-1719"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Su","raw_affiliation_strings":["Google Deepmind, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google Deepmind, Berkeley, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011311827","display_name":"Khalifeh AlJadda","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khalifeh Al Jadda","raw_affiliation_strings":["Google, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Google, New York, NY, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056142478","display_name":"Srijan Kumar","orcid":"https://orcid.org/0000-0002-5796-3532"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srijan Kumar","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021827617","display_name":"Julian McAuley","orcid":"https://orcid.org/0000-0003-0955-7588"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julian McAuley","raw_affiliation_strings":["University of California San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577257","display_name":"Tao Ye","orcid":"https://orcid.org/0009-0007-4075-1887"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Ye","raw_affiliation_strings":["Amazon, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, San Francisco, CA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079118288","display_name":"Stephen Guo","orcid":"https://orcid.org/0000-0001-5054-2850"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen Guo","raw_affiliation_strings":["Indeed, San Francicsco, CA, USA"],"affiliations":[{"raw_affiliation_string":"Indeed, San Francicsco, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092595828","display_name":"Chip Huyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chip Huyen","raw_affiliation_strings":["Claypot AI, San Francisco, California, USA"],"affiliations":[{"raw_affiliation_string":"Claypot AI, San Francisco, California, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5102967365"],"corresponding_institution_ids":["https://openalex.org/I2799939184"],"apc_list":null,"apc_paid":null,"fwci":0.8142,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80286279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5580","last_page":"5583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.8406999707221985,"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":0.8406999707221985,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7895286083221436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.699363112449646},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3893973231315613},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3611297607421875}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7895286083221436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699363112449646},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3893973231315613},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3611297607421875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627673.3679083","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266"],"abstract_inverted_index":{"Recommender":[0],"system":[1,128,218],"(RecSys)":[2],"plays":[3],"important":[4,182,209,243],"roles":[5],"in":[6,22,52,69,84,124,140,178,223,264,266,283,291,334],"helping":[7],"users":[8],"navigate,":[9],"discover,":[10],"and":[11,14,55,99,104,194,197,215,230,247,261,280,289,309,313,322,327,340],"consume":[12],"massive":[13],"highly-dynamic":[15],"information.":[16],"Today,":[17],"many":[18,125,160],"RecSys":[19,46],"solutions":[20],"deployed":[21],"the":[23,63,88,96,127,144,173,238,241,256,275,292,306,335,342],"real":[24,53,141,179,224],"world":[25],"rely":[26],"on":[27,166,213,331],"categorical":[28],"user-profiles":[29],"and/or":[30],"pre-calculated":[31],"recommendation":[32],"actions":[33,114],"that":[34,45,159,220],"stay":[35],"static":[36,167],"during":[37,203],"a":[38,92,120,186,192,249,302,338],"user":[39,50,60,67,132,138,168,176,198,228],"session.":[40],"However,":[41],"recent":[42,257],"trends":[43],"suggest":[44],"need":[47,79],"to":[48,58,86,111,135,148,210,226,272,294,329],"model":[49],"intent":[51,139,177,188],"time":[54,142,180,225],"constantly":[56],"adapt":[57,222],"meet":[59,87,227],"needs":[61,229],"at":[62],"moment":[64],"or":[65],"change":[66],"behavior":[68,199],"situ.":[70],"There":[71],"are":[72],"three":[73],"primary":[74],"drivers":[75],"for":[76,91,115,245],"this":[77,267],"emerging":[78],"of":[80,175,255,259,278,305,311,320],"online":[81,214],"adaptation.":[82],"First,":[83],"order":[85],"increasing":[89],"demand":[90],"better":[93],"personalized":[94],"experience,":[95],"personalization":[97,117],"dimensions":[98],"space":[100],"will":[101,162,286,314],"grow":[102,337],"larger":[103],"larger.":[105],"It":[106],"would":[107],"not":[108,130],"be":[109,231],"feasible":[110,146],"pre-compute":[112],"recommended":[113],"all":[116],"scenarios":[118],"beyond":[119],"certain":[121],"scale.":[122],"Second,":[123],"settings":[126],"does":[129],"have":[131],"prior":[133],"history":[134],"leverage.":[136],"Estimating":[137],"is":[143,157,208],"only":[145],"way":[147],"personalize.":[149],"As":[150],"various":[151],"consumer":[152],"privacy":[153],"laws":[154],"tighten,":[155],"it":[156,171,207],"foreseeable":[158],"businesses":[161],"reduce":[163],"their":[164],"reliance":[165],"profiles.":[169],"Therefore,":[170,206],"makes":[172],"modeling":[174],"an":[181,317],"research":[183],"topic.":[184],"Third,":[185],"user's":[187],"often":[189],"changes":[190],"within":[191],"session":[193],"between":[195],"sessions,":[196],"could":[200],"shift":[201],"significantly":[202],"dramatic":[204],"events.":[205],"investigate":[211],"more":[212],"adaptive":[216],"recommender":[217],"(OARS)":[219],"can":[221],"robust":[232],"against":[233],"distribution":[234],"shifts.":[235],"Every":[236],"year,":[237],"organizers":[239],"survey":[240],"most":[242],"topics":[244,333],"OARS":[246],"propose":[248],"new":[250,268,276,307,332],"workshop":[251,300],"program.":[252],"In":[253],"light":[254],"advancement":[258],"LLMs":[260],"foundation":[262,279],"models":[263,282],"RecSys,":[265],"edition,":[269],"we":[270],"decide":[271],"formally":[273],"add":[274],"topic":[277],"LLM":[281],"OARS.":[284],"We":[285],"invite":[287],"experts":[288],"papers":[290],"field":[293],"facilitate":[295],"its":[296],"further":[297],"advancement.":[298],"Our":[299],"offers":[301],"focused":[303],"discussion":[304],"study":[308],"application":[310],"OARS,":[312],"bring":[315],"together":[316],"interdisciplinary":[318],"community":[319],"researchers":[321],"practitioners":[323],"from":[324],"both":[325],"industry":[326],"academia":[328],"discuss":[330],"area,":[336],"community,":[339],"push":[341],"direction":[343],"forward.":[344]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}