{"id":"https://openalex.org/W4284701245","doi":"https://doi.org/10.1145/3477495.3536330","title":"Query Facet Mapping and its Applications in Streaming Services","display_name":"Query Facet Mapping and its Applications in Streaming Services","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4284701245","doi":"https://doi.org/10.1145/3477495.3536330"},"language":"en","primary_location":{"id":"doi:10.1145/3477495.3536330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3536330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3536330","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3536330","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028089637","display_name":"Sudeep Das","orcid":"https://orcid.org/0000-0002-1754-5811"},"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":"Sudeep Das","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":"middle","author":{"id":"https://openalex.org/A5001920207","display_name":"Ivan Provalov","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":"Ivan Provalov","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":"middle","author":{"id":"https://openalex.org/A5102134958","display_name":"Vickie Zhang","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":"Vickie Zhang","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/A5100428758","display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0003-2495-4469"},"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":"Weidong Zhang","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":4,"corresponding_author_ids":["https://openalex.org/A5028089637"],"corresponding_institution_ids":["https://openalex.org/I869089601"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0800464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3393","last_page":"3397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11478","display_name":"Caching and Content Delivery","score":0.9983999729156494,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8574260473251343},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6100374460220337},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5891647338867188},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5759830474853516},{"id":"https://openalex.org/keywords/facet","display_name":"Facet (psychology)","score":0.5467509031295776},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5403537750244141},{"id":"https://openalex.org/keywords/keystroke-logging","display_name":"Keystroke logging","score":0.5196003317832947},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.4851718544960022},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.43622493743896484},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4314899146556854},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.43003469705581665},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.42352673411369324},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30716150999069214},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.24617868661880493},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2172662913799286},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.0998428463935852},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07086372375488281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8574260473251343},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6100374460220337},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5891647338867188},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5759830474853516},{"id":"https://openalex.org/C43122875","wikidata":"https://www.wikidata.org/wiki/Q5428522","display_name":"Facet (psychology)","level":4,"score":0.5467509031295776},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5403537750244141},{"id":"https://openalex.org/C161615301","wikidata":"https://www.wikidata.org/wiki/Q309396","display_name":"Keystroke logging","level":2,"score":0.5196003317832947},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.4851718544960022},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.43622493743896484},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4314899146556854},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.43003469705581665},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.42352673411369324},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30716150999069214},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.24617868661880493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2172662913799286},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.0998428463935852},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07086372375488281},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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:10.1145/3477495.3536330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3536330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3536330","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3477495.3536330","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3477495.3536330","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3477495.3536330","source":{"id":"https://openalex.org/S4363608773","display_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284701245.pdf","grobid_xml":"https://content.openalex.org/works/W4284701245.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2156037541","https://openalex.org/W2912737869","https://openalex.org/W2917760808","https://openalex.org/W3106000504"],"related_works":["https://openalex.org/W2572349046","https://openalex.org/W2113390685","https://openalex.org/W2026738364","https://openalex.org/W5304494","https://openalex.org/W2522589322","https://openalex.org/W2124814993","https://openalex.org/W2392799717","https://openalex.org/W2096359267","https://openalex.org/W3197639690","https://openalex.org/W2186703450"],"abstract_inverted_index":{"In":[0,151],"an":[1,91],"instant":[2],"search":[3,68,89,119],"setting":[4],"such":[5,32,139],"as":[6,33],"Netflix":[7,85],"Search":[8],"where":[9],"results":[10,178],"are":[11],"returned":[12],"in":[13],"response":[14],"to":[15,78,143],"every":[16],"keystroke,":[17],"determining":[18],"how":[19],"a":[20,41,52,57,118,140,156,161],"partial":[21],"query":[22],"maps":[23],"onto":[24],"broad":[25],"classes":[26],"of":[27,44,48,59,67,131,160],"relevant":[28,103],"entities":[29],"orfacets":[30],"---":[31,38],"videos,":[34],"talent,":[35],"and":[36,74,182],"genres":[37],"can":[39,62,75,111,127],"facilitate":[40],"better":[42,113],"understanding":[43],"the":[45,65,98,102,109,115,125],"underlying":[46],"objective":[47],"that":[49,93,166],"query.":[50],"Such":[51],"query-to-facet":[53],"mapping":[54],"system":[55,110,141,165],"has":[56],"multitude":[58],"applications.":[60,186],"It":[61],"help":[63],"improve":[64],"quality":[66],"results,":[69],"drive":[70],"meaningful":[71],"result":[72],"organization,":[73],"be":[76],"leveraged":[77],"establish":[79],"trust":[80],"by":[81],"being":[82],"transparent":[83],"with":[84,105,148,179],"members":[86],"when":[87],"they":[88],"for":[90,137],"entity":[92],"is":[94,142],"not":[95],"available":[96],"on":[97],"service.":[99],"By":[100],"anticipating":[101],"facets":[104,126],"each":[106],"keystroke":[107],"entry,":[108],"also":[112],"guide":[114],"experience":[116],"within":[117],"session.":[120],"When":[121],"aggregated":[122],"across":[123],"queries,":[124],"reveal":[128],"interesting":[129],"patterns":[130],"member":[132],"interest.":[133],"A":[134],"key":[135],"challenge":[136],"building":[138],"judiciously":[144],"balance":[145],"lexical":[146],"similarity":[147],"behavioral":[149],"relevance.":[150],"this":[152],"paper,":[153],"we":[154,167],"present":[155],"high":[157],"level":[158],"overview":[159],"Query":[162],"Facet":[163],"Mapping":[164],"have":[168],"developed":[169],"at":[170],"Netflix,":[171],"describe":[172],"its":[173],"main":[174],"components,":[175],"provide":[176],"evaluation":[177],"real-world":[180],"data,":[181],"outline":[183],"several":[184],"potential":[185]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}