{"id":"https://openalex.org/W2893117340","doi":"https://doi.org/10.1145/3240323.3241730","title":"Hulu video recommendation","display_name":"Hulu video recommendation","publication_year":2018,"publication_date":"2018-09-27","ids":{"openalex":"https://openalex.org/W2893117340","doi":"https://doi.org/10.1145/3240323.3241730","mag":"2893117340"},"language":"en","primary_location":{"id":"doi:10.1145/3240323.3241730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3241730","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/A5068738939","display_name":"Xiaoran Xu","orcid":"https://orcid.org/0000-0002-0877-0857"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaoran Xu","raw_affiliation_strings":["Hulu LLC"],"affiliations":[{"raw_affiliation_string":"Hulu LLC","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021810355","display_name":"Laming Chen","orcid":"https://orcid.org/0009-0008-6384-3810"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laming Chen","raw_affiliation_strings":["Hulu LLC"],"affiliations":[{"raw_affiliation_string":"Hulu LLC","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032908732","display_name":"Songpeng Zu","orcid":"https://orcid.org/0000-0001-9753-5623"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Songpeng Zu","raw_affiliation_strings":["Hulu LLC"],"affiliations":[{"raw_affiliation_string":"Hulu LLC","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100559086","display_name":"Hanning Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanning Zhou","raw_affiliation_strings":["Hulu LLC"],"affiliations":[{"raw_affiliation_string":"Hulu LLC","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068738939"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9634,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90150204,"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":"482","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9969000220298767,"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":0.9969000220298767,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8228112459182739},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.742563009262085},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6617875695228577},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5468206405639648},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5390640497207642},{"id":"https://openalex.org/keywords/online-video","display_name":"Online video","score":0.5064889192581177},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.4192473590373993},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34149736166000366},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.08607286214828491}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8228112459182739},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.742563009262085},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6617875695228577},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5468206405639648},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5390640497207642},{"id":"https://openalex.org/C2988167200","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Online video","level":2,"score":0.5064889192581177},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.4192473590373993},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34149736166000366},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.08607286214828491}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3240323.3241730","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3240323.3241730","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2244807774","https://openalex.org/W2883997547"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4307100037","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2348159088","https://openalex.org/W2045871438","https://openalex.org/W2499363748","https://openalex.org/W4287551277","https://openalex.org/W2378526263","https://openalex.org/W2162945055"],"abstract_inverted_index":{"Online":[0],"Video":[1],"Streaming":[2],"services":[3],"such":[4,90],"as":[5],"Hulu":[6],"hosts":[7],"tens":[8],"of":[9,11,45,66,78,87],"millions":[10],"premium":[12],"videos,":[13],"which":[14],"requires":[15,63,84],"an":[16],"effective":[17],"recommendation":[18,47],"system":[19],"to":[20,68,80],"help":[21],"viewers":[22],"discover":[23],"what":[24],"they":[25],"enjoy.":[26],"In":[27],"this":[28],"talk,":[29],"we":[30],"will":[31],"introduce":[32],"Hulu's":[33],"recent":[34],"technical":[35],"progresses":[36],"in":[37],"recommender":[38],"systems":[39],"and":[40,59],"deep-dive":[41],"into":[42],"the":[43,57,70,92,98],"topic":[44],"generating":[46],"reason":[48],"from":[49],"knowledge":[50],"graph.":[51],"We":[52],"have":[53],"two":[54],"user":[55],"scenarios:":[56],"store-shelf":[58],"autoplay.":[60],"The":[61,82],"first":[62],"a":[64,73,85],"list":[65],"videos":[67],"maximize":[69],"chance":[71],"that":[72,91],"viewer":[74,93],"would":[75,94],"pick":[76],"one":[77],"them":[79],"watch.":[81],"second":[83],"sequence":[86],"video":[88],"recommendations":[89],"continuously":[95],"watch":[96],"within":[97],"current":[99],"session.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}