{"id":"https://openalex.org/W4403221045","doi":"https://doi.org/10.1145/3640457.3688034","title":"Joint Modeling of Search and Recommendations Via an Unified Contextual Recommender (UniCoRn)","display_name":"Joint Modeling of Search and Recommendations Via an Unified Contextual Recommender (UniCoRn)","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403221045","doi":"https://doi.org/10.1145/3640457.3688034"},"language":"en","primary_location":{"id":"doi:10.1145/3640457.3688034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688034","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688034","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688034","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047314505","display_name":"Moumita Bhattacharya","orcid":"https://orcid.org/0000-0002-7836-4504"},"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":"Moumita Bhattacharya","raw_affiliation_strings":["Netflix, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, USA","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085544324","display_name":"Vito Ostuni","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":"Vito Ostuni","raw_affiliation_strings":["Netflix, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, USA","institution_ids":["https://openalex.org/I869089601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014158785","display_name":"Sudarshan Lamkhede","orcid":"https://orcid.org/0000-0001-8699-3776"},"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":"Sudarshan Lamkhede","raw_affiliation_strings":["Netflix, USA"],"affiliations":[{"raw_affiliation_string":"Netflix, USA","institution_ids":["https://openalex.org/I869089601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047314505"],"corresponding_institution_ids":["https://openalex.org/I869089601"],"apc_list":null,"apc_paid":null,"fwci":2.4426,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91387638,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"793","last_page":"795"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9965000152587891,"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/T10028","display_name":"Topic Modeling","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/unicorn","display_name":"Unicorn","score":0.9518393278121948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7237119674682617},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6703564524650574},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6466677188873291},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.49858570098876953},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3610941171646118},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1532391607761383},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1341472864151001},{"id":"https://openalex.org/keywords/art-history","display_name":"Art history","score":0.1051260232925415}],"concepts":[{"id":"https://openalex.org/C2780734062","wikidata":"https://www.wikidata.org/wiki/Q3549947","display_name":"Unicorn","level":2,"score":0.9518393278121948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7237119674682617},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6703564524650574},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6466677188873291},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.49858570098876953},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3610941171646118},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1532391607761383},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1341472864151001},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.1051260232925415},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640457.3688034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688034","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688034","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640457.3688034","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688034","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688034","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403221045.pdf","grobid_xml":"https://content.openalex.org/works/W4403221045.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2962952048","https://openalex.org/W3200086215","https://openalex.org/W4296604521","https://openalex.org/W4367311099"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4394626745","https://openalex.org/W2499383284","https://openalex.org/W627165546","https://openalex.org/W3108531707","https://openalex.org/W624306106","https://openalex.org/W3094478971","https://openalex.org/W3112272529","https://openalex.org/W4382024023","https://openalex.org/W2196282080"],"abstract_inverted_index":{"Search":[0],"and":[1,9,19],"recommendation":[2],"systems":[3],"are":[4,11],"essential":[5],"in":[6],"many":[7],"services,":[8],"they":[10],"often":[12],"developed":[13],"separately,":[14],"leading":[15],"to":[16],"complex":[17],"maintenance":[18],"technical":[20],"debt.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25],"present":[26],"a":[27],"unified":[28],"deep":[29],"learning":[30],"model":[31],"that":[32],"efficiently":[33],"handles":[34],"key":[35],"aspects":[36],"of":[37],"both":[38],"tasks.":[39]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}