{"id":"https://openalex.org/W2893318239","doi":"https://doi.org/10.1145/3240323.3240334","title":"REVEAL 2018","display_name":"REVEAL 2018","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2893318239","doi":"https://doi.org/10.1145/3240323.3240334","mag":"2893318239"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3240334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th 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/A5014687727","display_name":"Thorsten Joachims","orcid":"https://orcid.org/0000-0003-3654-3683"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thorsten Joachims","raw_affiliation_strings":["Cornell University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cornell University","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034711562","display_name":"Adith Swaminathan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Adith Swaminathan","raw_affiliation_strings":["Microsoft Research AI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research AI","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Netflix","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002420801","display_name":"Olivier Koch","orcid":"https://orcid.org/0000-0003-1947-9763"},"institutions":[{"id":"https://openalex.org/I4210161401","display_name":"Criteo (France)","ror":"https://ror.org/04vyg0r47","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210161401"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Koch","raw_affiliation_strings":["Criteo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Criteo","institution_ids":["https://openalex.org/I4210161401"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003359035","display_name":"Flavian Vasile","orcid":"https://orcid.org/0009-0006-3578-5655"},"institutions":[{"id":"https://openalex.org/I4210161401","display_name":"Criteo (France)","ror":"https://ror.org/04vyg0r47","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210161401"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Flavian Vasile","raw_affiliation_strings":["Criteo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Criteo","institution_ids":["https://openalex.org/I4210161401"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1008,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81058774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"514","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9907000064849854,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9907000064849854,"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"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.968999981880188,"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":0.8018373250961304},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.799612283706665},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.746452808380127},{"id":"https://openalex.org/keywords/online-and-offline","display_name":"Online and offline","score":0.7459425926208496},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6622174978256226},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6434612274169922},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.49752071499824524},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.370281457901001},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33274349570274353},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1675122082233429},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1477433741092682},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06294786930084229}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8018373250961304},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.799612283706665},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.746452808380127},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.7459425926208496},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6622174978256226},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6434612274169922},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.49752071499824524},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.370281457901001},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33274349570274353},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1675122082233429},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1477433741092682},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06294786930084229},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3240334","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3240334","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"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],"inaugural":[1],"REVEAL":[2],"workshop1":[3],"focuses":[4],"on":[5],"revisiting":[6],"the":[7,35,47],"offline":[8,18,32,70,82],"evaluation":[9],"problem":[10],"for":[11],"recommender":[12,67],"systems.":[13],"Being":[14],"able":[15],"to":[16,22,46,64],"perform":[17],"experiments":[19,55,71],"is":[20,51],"key":[21],"rapid":[23],"innovation;":[24],"however":[25],"practitioners":[26],"often":[27],"observe":[28],"significant":[29],"differences":[30],"between":[31,81],"results":[33],"and":[34,61,83],"outcome":[36],"of":[37],"an":[38],"online":[39,54,84],"experiment,":[40],"where":[41],"users":[42],"are":[43,72],"actually":[44],"exposed":[45],"resulting":[48],"recommendations.":[49],"This":[50],"unfortunate":[52],"because":[53],"take":[56],"time,":[57],"can":[58,76],"be":[59],"costly,":[60],"require":[62],"access":[63],"a":[65],"live":[66],"system,":[68],"when":[69],"inherently":[73],"scalable.":[74],"How":[75],"we":[77],"bridge":[78],"that":[79],"gap":[80],"experiments?":[85]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2018-10-05T00:00:00"}