{"id":"https://openalex.org/W4296591826","doi":"https://doi.org/10.1145/3523227.3547369","title":"Neural Re-ranking for Multi-stage Recommender Systems","display_name":"Neural Re-ranking for Multi-stage Recommender Systems","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4296591826","doi":"https://doi.org/10.1145/3523227.3547369"},"language":"en","primary_location":{"id":"doi:10.1145/3523227.3547369","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3547369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th 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/A5101500385","display_name":"Weiwen Liu","orcid":"https://orcid.org/0000-0002-9148-3997"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiwen Liu","raw_affiliation_strings":["Huawei Noah's Ark Lab, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060200431","display_name":"Jiarui Qin","orcid":"https://orcid.org/0000-0002-9064-885X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Qin","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054330014","display_name":"Ruiming Tang","orcid":"https://orcid.org/0000-0002-9224-2431"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiming Tang","raw_affiliation_strings":["Huawei Noah's Ark Lab, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427434","display_name":"Bo Chen","orcid":"https://orcid.org/0000-0003-3750-2533"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Chen","raw_affiliation_strings":["Huawei Noah's Ark Lab, China"],"affiliations":[{"raw_affiliation_string":"Huawei Noah's Ark Lab, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101500385"],"corresponding_institution_ids":["https://openalex.org/I2250955327"],"apc_list":null,"apc_paid":null,"fwci":1.212,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83745267,"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":"698","last_page":"699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9980999827384949,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.996399998664856,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8796052932739258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7732064723968506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6337499022483826},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6254512667655945},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.606252133846283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5837366580963135},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4937809407711029},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4678298532962799},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3496437668800354}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8796052932739258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732064723968506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6337499022483826},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6254512667655945},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.606252133846283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5837366580963135},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4937809407711029},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4678298532962799},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3496437668800354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3523227.3547369","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3523227.3547369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2796727080","https://openalex.org/W2973171206","https://openalex.org/W3094421886","https://openalex.org/W3101997094","https://openalex.org/W3138773240","https://openalex.org/W3175330233","https://openalex.org/W4224903584","https://openalex.org/W4281562039","https://openalex.org/W4284707446"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W130381036","https://openalex.org/W4225161397","https://openalex.org/W3014300295","https://openalex.org/W3164822677"],"abstract_inverted_index":{"Re-ranking":[0],"is":[1,71],"one":[2],"of":[3,51,68,75,104],"the":[4,15,21,35,52,76,109],"most":[5],"critical":[6],"stages":[7],"for":[8,91,95],"multi-stage":[9],"recommender":[10],"systems":[11],"(MRS),":[12],"which":[13],"re-orders":[14],"input":[16],"ranking":[17],"lists":[18],"by":[19],"modeling":[20],"cross-item":[22],"interaction.":[23],"Recent":[24],"re-ranking":[25],"methods":[26,106,119],"have":[27,55],"evolved":[28],"into":[29,84],"deep":[30,39],"neural":[31,80],"architectures":[32],"due":[33],"to":[34,72,108],"significant":[36],"advances":[37],"in":[38,59],"learning.":[40],"Neural":[41],"re-ranking,":[42,81],"therefore,":[43],"has":[44],"become":[45],"a":[46,85,102],"trending":[47],"topic":[48],"and":[49,88,111,116,121,123,128],"many":[50],"improved":[53],"algorithms":[54],"demonstrated":[56],"their":[57],"use":[58],"industrial":[60],"applications,":[61],"enjoying":[62],"great":[63],"commercial":[64],"success.":[65],"The":[66],"purpose":[67],"this":[69],"tutorial":[70],"explore":[73],"some":[74,125],"recent":[77],"work":[78],"on":[79],"integrating":[82],"them":[83],"broader":[86],"picture":[87],"paving":[89],"ways":[90],"more":[92],"comprehensive":[93],"solutions":[94],"future":[96,129],"research.":[97],"In":[98],"particular,":[99],"we":[100],"provide":[101],"taxonomy":[103],"current":[105],"according":[107],"objectives":[110],"training":[112],"signals.":[113],"We":[114],"examine":[115],"compare":[117],"these":[118],"qualitatively":[120],"quantitatively,":[122],"identify":[124],"open":[126],"challenges":[127],"prospects.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
