{"id":"https://openalex.org/W4300175872","doi":"https://doi.org/10.1145/2959100.2959160","title":"Meta-Prod2Vec","display_name":"Meta-Prod2Vec","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W4300175872","doi":"https://doi.org/10.1145/2959100.2959160"},"language":"en","primary_location":{"id":"doi:10.1145/2959100.2959160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959160","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":"preprint","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/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, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Criteo, Paris, France","institution_ids":["https://openalex.org/I4210161401"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088641329","display_name":"Elena Smirnova","orcid":"https://orcid.org/0000-0003-3763-9951"},"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":"Elena Smirnova","raw_affiliation_strings":["Criteo, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Criteo, Paris, France","institution_ids":["https://openalex.org/I4210161401"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068394403","display_name":"Alexis Conneau","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexis Conneau","raw_affiliation_strings":["Facebook, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.2944,"has_fulltext":false,"cited_by_count":170,"citation_normalized_percentile":{"value":0.99249487,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9991000294685364,"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":0.9904000163078308,"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/metadata","display_name":"Metadata","score":0.9110819101333618},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8558434844017029},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6647883653640747},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5598670244216919},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4970755875110626}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.9110819101333618},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8558434844017029},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6647883653640747},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5598670244216919},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4970755875110626}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2959100.2959160","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2959100.2959160","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W100623710","https://openalex.org/W113586804","https://openalex.org/W1614298861","https://openalex.org/W1963836406","https://openalex.org/W1987431925","https://openalex.org/W1992380306","https://openalex.org/W1992699579","https://openalex.org/W1999031685","https://openalex.org/W2001530795","https://openalex.org/W2002834872","https://openalex.org/W2054141820","https://openalex.org/W2054553473","https://openalex.org/W2057898995","https://openalex.org/W2097732278","https://openalex.org/W2099866409","https://openalex.org/W2102937240","https://openalex.org/W2124187902","https://openalex.org/W2125031621","https://openalex.org/W2131744502","https://openalex.org/W2140310134","https://openalex.org/W2149490995","https://openalex.org/W2150713082","https://openalex.org/W2153579005","https://openalex.org/W2158515176","https://openalex.org/W2221507685","https://openalex.org/W2226205360","https://openalex.org/W2250460709","https://openalex.org/W2250539671","https://openalex.org/W2293191882","https://openalex.org/W2559655401","https://openalex.org/W2578731660","https://openalex.org/W2604272474","https://openalex.org/W2951581544","https://openalex.org/W4233906699","https://openalex.org/W4294170691","https://openalex.org/W4301213493","https://openalex.org/W6600385478","https://openalex.org/W6604617241","https://openalex.org/W6691431627","https://openalex.org/W6696936127"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010"],"abstract_inverted_index":{"We":[0,67],"propose":[1],"Meta-Prod2vec,":[2],"a":[3],"novel":[4],"method":[5,34],"to":[6,44,62,75],"compute":[7,45],"item":[8,15,52,65,72],"similarities":[9],"for":[10],"recommendation":[11,79],"that":[12,69],"leverages":[13,35],"existing":[14],"metadata.":[16],"Such":[17],"scenarios":[18],"are":[19],"frequently":[20],"encountered":[21],"in":[22],"applications":[23],"such":[24],"as":[25,59],"content":[26],"recommendation,":[27],"ad":[28],"targeting":[29],"and":[30,41],"web":[31],"search.":[32],"Our":[33],"past":[36],"user":[37],"interactions":[38],"with":[39],"items":[40],"their":[42],"attributes":[43],"low-dimensional":[46],"embeddings":[47],"of":[48],"items.":[49],"Specifically,":[50],"the":[51,57,64,70],"metadata":[53],"is":[54],"injected":[55],"into":[56],"model":[58],"side":[60],"information":[61],"regularize":[63],"embeddings.":[66],"show":[68],"new":[71],"representations":[73],"lead":[74],"better":[76],"performance":[77],"on":[78,81],"tasks":[80],"an":[82],"open":[83],"music":[84],"dataset.":[85]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":18},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2022-10-03T00:00:00"}