{"id":"https://openalex.org/W4403319956","doi":"https://doi.org/10.1145/3687151.3687158","title":"Enhancing News Recommendation with Real-Time Feedback and Generative Sequence Modeling","display_name":"Enhancing News Recommendation with Real-Time Feedback and Generative Sequence Modeling","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403319956","doi":"https://doi.org/10.1145/3687151.3687158"},"language":"en","primary_location":{"id":"doi:10.1145/3687151.3687158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3687151.3687158","pdf_url":null,"source":null,"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 Recommender Systems Challenge 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3687151.3687158","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100360445","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0003-4007-9174"},"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":"Qi Zhang","raw_affiliation_strings":["VMALL, Huawei Device Co., Ltd., China"],"raw_orcid":"https://orcid.org/0000-0003-4007-9174","affiliations":[{"raw_affiliation_string":"VMALL, Huawei Device Co., Ltd., China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048669373","display_name":"Jieming Zhu","orcid":"https://orcid.org/0000-0002-5666-8320"},"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":"Jieming Zhu","raw_affiliation_strings":["Huawei Noah?s Ark Lab, China"],"raw_orcid":"https://orcid.org/0000-0002-5666-8320","affiliations":[{"raw_affiliation_string":"Huawei Noah?s Ark Lab, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004422354","display_name":"Jiansheng Sun","orcid":"https://orcid.org/0000-0003-1216-2843"},"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":"Jiansheng Sun","raw_affiliation_strings":["VMALL, Huawei Device Co., Ltd., China"],"raw_orcid":"https://orcid.org/0000-0003-1216-2843","affiliations":[{"raw_affiliation_string":"VMALL, Huawei Device Co., Ltd., China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043545979","display_name":"Guohao Cai","orcid":"https://orcid.org/0000-0002-9000-857X"},"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":"Guohao Cai","raw_affiliation_strings":["Huawei Noah?s Ark Lab, China"],"raw_orcid":"https://orcid.org/0000-0002-9000-857X","affiliations":[{"raw_affiliation_string":"Huawei Noah?s Ark Lab, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruining Yu","orcid":"https://orcid.org/0009-0000-2739-3850"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruining Yu","raw_affiliation_strings":["Beijing jiaotong University, China"],"raw_orcid":"https://orcid.org/0009-0000-2739-3850","affiliations":[{"raw_affiliation_string":"Beijing jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010584112","display_name":"Bangzheng He","orcid":"https://orcid.org/0009-0003-9945-3594"},"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":"Bangzheng He","raw_affiliation_strings":["VMALL, Huawei Device Co., Ltd., China"],"raw_orcid":"https://orcid.org/0009-0003-9945-3594","affiliations":[{"raw_affiliation_string":"VMALL, Huawei Device Co., Ltd., China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061061647","display_name":"Liangbi Li","orcid":"https://orcid.org/0009-0009-2919-1780"},"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":"Liangbi Li","raw_affiliation_strings":["VMALL, Huawei Device Co., Ltd., China"],"raw_orcid":"https://orcid.org/0009-0009-2919-1780","affiliations":[{"raw_affiliation_string":"VMALL, Huawei Device Co., Ltd., China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100360445"],"corresponding_institution_ids":["https://openalex.org/I2250955327"],"apc_list":null,"apc_paid":null,"fwci":0.746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7918971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9814000129699707,"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/computer-science","display_name":"Computer science","score":0.7601568698883057},{"id":"https://openalex.org/keywords/time-sequence","display_name":"Time sequence","score":0.6574980020523071},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6550007462501526},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6115412712097168},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4716954529285431},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.44512152671813965},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4005645513534546},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3409084677696228},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3003237843513489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2954829931259155}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601568698883057},{"id":"https://openalex.org/C3020136221","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time sequence","level":2,"score":0.6574980020523071},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6550007462501526},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6115412712097168},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4716954529285431},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.44512152671813965},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4005645513534546},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3409084677696228},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3003237843513489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2954829931259155},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3687151.3687158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3687151.3687158","pdf_url":null,"source":null,"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 Recommender Systems Challenge 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3687151.3687158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3687151.3687158","pdf_url":null,"source":null,"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 Recommender Systems Challenge 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W2295598076","https://openalex.org/W2723293840","https://openalex.org/W2964182926","https://openalex.org/W3189967866","https://openalex.org/W4384661020"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4299831724"],"abstract_inverted_index":{"Personalized":[0],"news":[1,11,36,47,61,65],"recommendation":[2,66,115],"is":[3],"a":[4,59],"crucial":[5],"technology":[6],"for":[7,31,63],"helping":[8],"users":[9],"discover":[10],"articles":[12],"tailored":[13],"to":[14,75,84,95,106,113],"their":[15],"interests.":[16],"Key":[17],"challenges":[18],"in":[19,140],"this":[20,69,119],"field":[21],"include":[22],"modeling":[23,93],"user":[24,39,98],"preferences":[25],"based":[26],"on":[27,38,118,131],"implicit":[28],"behaviors,":[29],"accounting":[30],"the":[32,35,43,76,132,137,141],"influence":[33],"of":[34,46,129],"agenda":[37],"interests,":[40],"and":[41,89,110],"managing":[42],"rapid":[44],"decay":[45],"items.":[48],"The":[49],"ACM":[50],"RecSys":[51],"Challenge":[52],"2024,":[53],"organized":[54],"by":[55],"Ekstra":[56],"Bladet,":[57],"provide":[58],"large-scale":[60],"dataset":[62],"benchmarking":[64],"research.":[67],"In":[68],"paper,":[70],"we":[71,101],"present":[72],"our":[73,121],"solution":[74],"challenge.":[77],"We":[78],"propose":[79],"real-time":[80],"feedback":[81],"learning":[82],"mechanisms":[83],"capture":[85],"users\u2019":[86],"immediate":[87],"interests":[88],"explore":[90],"generative":[91],"sequence":[92],"techniques":[94],"learn":[96],"impression-level":[97],"behaviors.":[99],"Furthermore,":[100],"develop":[102],"an":[103,125],"ensemble":[104],"method":[105],"combine":[107],"tree":[108],"models":[109,112],"deep":[111],"improve":[114],"accuracy.":[116],"Based":[117],"solution,":[120],"team":[122],"(\"hrec\")":[123],"achieved":[124],"impressive":[126],"AUC":[127],"score":[128],"0.8667":[130],"final":[133],"test":[134],"set,":[135],"securing":[136],"fifth":[138],"place":[139],"competition.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
