noteにて論文紹介の記事を投稿しています。
- 2022/12/17
【論文紹介】Do Loyal Users Enjoy Better Recommendations?: Understanding Recommender Accuracy from a Time Perspective
Yitong Ji, Aixin Sun, Jie Zhang, Chenliang Li
ICTIR 2022 - 2022/12/16
【論文紹介】Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?
Maria Pérez Ortiz, Sahan Bulathwela, Claire Dormann, Meghana Verma, Stefan Kreitmayer, Richard Noss, John Shawe-Taylor, Yvonne Rogers, Emine Yilmaz
CHIIR 2022 - 2022/12/15
【論文紹介】Exploring the Impact of Temporal Bias in Point-of-Interest Recommendation
Hossein A. Rahmani, Mohammadmehdi Naghiaei, Ali Tourani, Yashar Deldjoo
RecSys 2022 - 2022/12/14
【論文紹介】Estimation of Fair Ranking Metrics with Incomplete Judgments
Ömer Kırnap, Fernando Diaz, Asia Biega, Michael Ekstrand, Ben Carterette, Emine Yilmaz
TheWebConf 2021 - 2022/12/14
【論文紹介】CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems
Mohammadmehdi Naghiaei, Hossein A. Rahmani, Yashar Deldjoo
SIGIR 2022 - 2022/09/26
【論文紹介】A Non-Factoid Question-Answering Taxonomy
Valeriia Bolotova, Vladislav Blinov, Falk Scholer, W. Bruce Croft, Mark Sanderson
SIGIR 2022 - 2022/09/23
【論文紹介】ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations
Melchiorre, Alessandro B. and Rekabsaz, Navid and Ganhör, Christian and Schedl, Markus
RecSys 2022 - 2022/05/16
【論文紹介】Learning Explicit User Interest Boundary for Recommendation
Jianhuan Zhuo, Qiannan Zhu, Yinliang Yue, Yuhong Zhao
TheWebConf 2022 - 2022/05/13
【論文紹介】A Gain-Tuning Dynamic Negative Sampler for Recommendation
Qiannan Zhu, Haobo Zhang, Qing He, Zhicheng Dou
TheWebConf 2022 - 2022/04/25
【論文紹介】Local Collaborative Autoencoders
Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee
WSDM 2021 - 2022/04/25
【論文紹介】Fighting Mainstream Bias in Recommender Systems via Local Fine Tuning
Ziwei Zhu, James Caverlee
WSDM 2022 - 2022/04/24
【論文紹介】The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?
Jin Yao Chin, Yile Chen, Gao Cong
WSDM 2022 - 2022/04/11
【論文紹介】LFM-2b: A Dataset of Enriched Music Listening Events for Recommender Systems Research and Fairness Analysis
Markus Schedl, Stefan Brandl, Oleg Lesota, Emilia Parada-Cabaleiro, David Penz, Navid Rekabsaz
CHIIR 2022 - 2022/03/16
【論文紹介】Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation
Yitong Pang, Lingfei Wu, Qi Shen, Yiming Zhang, Zhihua Wei, Fangli Xu, Ethan Chang, Bo Long, Jian Pei
WSDM 2022 - 2022/02/23
【論文紹介】UGRec: Modeling Directed and Undirected Relations for Recommendation
Xinxiao Zhao, Zhiyong Cheng, Lei Zhu, Jiecai Zheng, Xueqing Li
SIGIR 2021 - 2022/02/18
【論文紹介】TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers
Yao Wu, Jian Cao, Guandong Xu, Yudong Tan
SIGIR 2021 - 2022/02/16
【論文紹介】Neural Graph Matching based Collaborative Filtering
Yixin Su, Rui Zhang, Sarah Erfani, Junhao Gan
SIGIR 2021 - 2022/02/14
【論文紹介】Learning to Ask Appropriate Questions in Conversational Recommendation
Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng
SIGIR 2021 - 2022/02/04
【論文紹介】Package Recommendation with Intra- and Inter-Package Attention Networks
Chen Li, Yuanfu Lu, Wei Wang, C. Shi, Ruobing Xie, Haili Yang, Cheng Yang, Xu Zhang, Leyu Lin
SIGIR 2021 - 2022/01/27
【論文紹介】Empirical analysis of session-based recommendation algorithms
Malte Ludewig, Noemi Mauro, Sara Latifi, Dietmar Jannach
User Modeling and User-Adapted Interaction, vol31, 2021 - 2022/01/26
【論文紹介】Transformers4Rec: Bridging the Gap between NLP and Sequential / Session-Based Recommendation
Gabriel de Souza Pereira, Sara Rabhi, Jeong Min Lee, Ronay Ak, Even Oldridge
RecSys 2021 - 2022/01/25
【論文紹介】Next-item Recommendations in Short Sessions
Wenzhuo Song, Shoujin Wang, Yan Wang, Shengsheng Wang
RecSys 2021 - 2022/01/24
【論文紹介】DGCN: Diversified Recommendation with Graph Convolutional Networks
Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li
TheWebConf 2021