{"id":"https://openalex.org/W2508530347","doi":"https://doi.org/10.1145/2959100.2959121","title":"Recommending for the World","display_name":"Recommending for the World","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2508530347","doi":"https://doi.org/10.1145/2959100.2959121","mag":"2508530347"},"language":"en","primary_location":{"id":"doi:10.1145/2959100.2959121","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","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/A5010131127","display_name":"Justin Basilico","orcid":"https://orcid.org/0000-0002-3005-5200"},"institutions":[{"id":"https://openalex.org/I869089601","display_name":"Netflix (United States)","ror":"https://ror.org/0197qw696","country_code":"US","type":"company","lineage":["https://openalex.org/I869089601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Justin Basilico","raw_affiliation_strings":["Netflix, Inc., Los Gatos, CA, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042983657","display_name":"Yves Raimond","orcid":null},"institutions":[{"id":"https://openalex.org/I869089601","display_name":"Netflix (United States)","ror":"https://ror.org/0197qw696","country_code":"US","type":"company","lineage":["https://openalex.org/I869089601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yves Raimond","raw_affiliation_strings":["Netflix, Inc., Los Gatos, CA, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, Inc., Los Gatos, CA, USA","institution_ids":["https://openalex.org/I869089601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010131127"],"corresponding_institution_ids":["https://openalex.org/I869089601"],"apc_list":null,"apc_paid":null,"fwci":1.9904,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89658097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"375","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9757999777793884,"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":0.9757999777793884,"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/computer-science","display_name":"Computer science","score":0.7634968757629395},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6997842192649841},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.647590160369873},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5882394909858704},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5753939151763916},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47993236780166626},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.437372624874115},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3185639977455139}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7634968757629395},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6997842192649841},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.647590160369873},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5882394909858704},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5753939151763916},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47993236780166626},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.437372624874115},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3185639977455139},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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:10.1145/2959100.2959121","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["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","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"The":[0,223],"Netflix":[1,27],"experience":[2],"is":[3,128,200,286,307],"driven":[4],"by":[5],"a":[6,46,129,178,194,241],"number":[7],"of":[8,108,123,148,180,255,292,309],"recommendation":[9,63,133],"algorithms:":[10],"personalized":[11],"ranking,":[12],"page":[13],"generation,":[14],"similarity,":[15],"ratings,":[16],"search,":[17],"etc.":[18],"On":[19],"the":[20,33,37,73,106,146,157],"January":[21],"6th,":[22],"2016":[23],"we":[24,70,78,102,184,300],"simultaneously":[25],"launched":[26],"in":[28,80,156,189,203,219,267],"130":[29],"new":[30,59],"countries":[31,270],"around":[32],"world,":[34],"which":[35],"brought":[36],"total":[38],"to":[39,55,92,249,279,295,314],"over":[40],"190":[41],"countries.":[42],"Preparing":[43],"for":[44,61,197,225,252,289],"such":[45,229],"rapid":[47],"expansion":[48],"while":[49,191,244],"ensuring":[50],"each":[51,302],"algorithm":[52,283,305],"was":[53],"ready":[54],"work":[56,250],"seamlessly":[57],"created":[58],"challenges":[60,77],"our":[62,82,90,247,256,310],"and":[64,86,115,120,143,166,235,303,312],"search":[65],"teams.":[66],"In":[67,100],"this":[68,88,160,297],"talk,":[69],"will":[71,103],"highlight":[72],"four":[74],"most":[75],"interesting":[76],"encountered":[79],"making":[81],"algorithms":[83,134,174],"operate":[84],"globally":[85,165,175],"how":[87,226],"improved":[89],"ability":[91],"connect":[93],"members":[94,266],"worldwide":[95],"with":[96,140,240,263],"stories":[97],"they'll":[98],"love.":[99],"particular,":[101],"dive":[104],"into":[105],"problems":[107],"uneven":[109],"availability":[110,127,171],"across":[111,167],"catalogs,":[112],"balancing":[113],"personal":[114],"cultural":[116],"tastes,":[117],"handling":[118],"language,":[119],"tracking":[121,258],"quality":[122,259],"recommendations.":[124],"Uneven":[125],"catalog":[126],"challenge":[130,202],"because":[131,207,262],"many":[132,265,269,273],"assume":[135],"that":[136,183,214,306],"people":[137,208,227,234],"could":[138],"interact":[139],"any":[141],"item":[142,170],"then":[144],"use":[145],"absence":[147],"interaction":[149],"implicitly":[150],"or":[151,284],"explicitly":[152],"as":[153],"negative":[154],"information":[155],"model.":[158],"However,":[159],"assumption":[161],"does":[162],"not":[163],"hold":[164],"time":[168],"where":[169],"differs.":[172],"Running":[173],"means":[176],"needing":[177],"notion":[179],"location":[181],"so":[182,264,268,272],"can":[185,209,276],"handle":[186],"local":[187],"variations":[188],"taste":[190],"also":[192,231],"providing":[193],"good":[195],"basis":[196],"personalization.":[198],"Language":[199],"another":[201],"recommending":[204],"video":[205],"content":[206,213,230],"typically":[210],"only":[211],"enjoy":[212,228],"has":[215],"assets":[216],"(audio,":[217],"subtitles)":[218],"languages":[220],"they":[221],"understand.":[222],"preferences":[224],"vary":[232],"between":[233],"depend":[236],"on":[237],"their":[238],"familiarity":[239],"language.":[242],"Also,":[243],"would":[245],"like":[246],"recommendations":[248],"well":[251],"every":[253,304],"one":[254],"members,":[257],"becomes":[260],"difficult":[261],"speaking":[271],"languages,":[274],"it":[275],"be":[277],"hard":[278],"determine":[280],"when":[281],"an":[282],"system":[285],"performing":[287],"sub-optimally":[288],"some":[290],"subset":[291],"them.":[293],"Thus,":[294],"support":[296],"global":[298],"launch,":[299],"examined":[301],"part":[308],"service":[311],"began":[313],"address":[315],"these":[316],"challenges.":[317]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}