Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation

Author:

Lin Zihan1,Wang Hui1,Mao Jingshu2,Zhao Wayne Xin3,Wang Cheng2,Jiang Peng2,Wen Ji-Rong3

Affiliation:

1. Renmin University of China, Beijing, China

2. Kuaishou Inc., Beijing, China

3. Renmin University of China, Beijing Key Laboratory of Big Data Management and Analysis Methods, & Beijing Academy of Artificial Intelligence, Beijing, China

Funder

Beijing Outstanding Young Scientist Program

Beijing Natural Sci- ence Foundation

National Natural Science Foundation of China

Publisher

ACM

Reference45 articles.

1. Post Processing Recommender Systems for Diversity

2. Azin Ashkan , Branislav Kveton , Shlomo Berkovsky , and Zheng Wen . 2015 . Optimal greedy diversity for recommendation . In IJCAI 2015. Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, and Zheng Wen. 2015. Optimal greedy diversity for recommendation. In IJCAI 2015.

3. The use of MMR, diversity-based reranking for reordering documents and producing summaries

4. Decomposed Collaborative Filtering;Chen Hao;Modeling Explicit and Implicit Factors For Recommender Systems. In WWW,2021

5. Laming Chen , Guoxin Zhang , and Hanning Zhou . 2018 . Fast greedy map inference for determinantal point process to improve recommendation diversity . In NIPS 2018. 5627--5638. Laming Chen, Guoxin Zhang, and Hanning Zhou. 2018. Fast greedy map inference for determinantal point process to improve recommendation diversity. In NIPS 2018. 5627--5638.

Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Contextual Distillation Model for Diversified Recommendation;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. Utility-Oriented Reranking with Counterfactual Context;ACM Transactions on Knowledge Discovery from Data;2024-07-31

3. A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

4. CLLP: Contrastive Learning Framework Based on Latent Preferences for Next POI Recommendation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

5. Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform;Proceedings of the ACM Web Conference 2024;2024-05-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3