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Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 23
作者:  Li, Qiming;  Zhang, Zhao;  Zhuang, Fuzhen;  Xu, Yongjun;  Li, Chao
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Knowledge graph  recommender system  topic model  
Self-Supervised learning for Conversational Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2022, 卷号: 59, 期号: 6, 页码: 19
作者:  Li, Shuokai;  Xie, Ruobing;  Zhu, Yongchun;  Zhuang, Fuzhen;  Tang, Zhenwei;  Zhao, Wayne Xin;  He, Qing
收藏  |  浏览/下载:14/0  |  提交时间:2023/07/12
Conversational recommender system  Self-supervised learning  Knowledge  
Follow the Title Then Read the Article: Click-Guide Network for Dwell Time Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 7, 页码: 2903-2913
作者:  Chen, Jingwu;  Zhuang, Fuzhen;  Wang, Tianxin;  Lin, Leyu;  Xia, Feng;  Du, Lihuan;  He, Qing
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Task analysis  Predictive models  Lifting equipment  Mobile applications  Collaboration  User experience  Article recommendation  dwell time prediction  click-guide network  
Neural Serendipity Recommendation: Exploring the Balance between Accuracy and Novelty with Sparse Explicit Feedback 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2020, 卷号: 14, 期号: 4, 页码: 25
作者:  Xu, Yuanbo;  Yang, Yongjian;  Wang, En;  Han, Jiayu;  Zhuang, Fuzhen;  Yu, Zhiwen;  Xiong, Hui
收藏  |  浏览/下载:28/0  |  提交时间:2021/12/01
Serendipity  recommender system  muti-layer percetron  matrix factorization  
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:  Han, Jiayu;  Zheng, Lei;  Xu, Yuanbo;  Zhang, Bangzuo;  Zhuang, Fuzhen;  Yu, Philip S.;  Zuo, Wanli
收藏  |  浏览/下载:66/0  |  提交时间:2020/12/10
Adaptation models  Recommender systems  Feature extraction  Computational modeling  Predictive models  Task analysis  Adaptive systems  Adaptive user preference model  attention factor  convolutional neural network (CNN)  recommendation system  
Trust-embedded collaborative deep generative model for social recommendation 期刊论文
JOURNAL OF SUPERCOMPUTING, 2020, 页码: 29
作者:  Deng, Xiaoyi;  Wu, Yenchun Jim;  Zhuang, Fuzhen
收藏  |  浏览/下载:52/0  |  提交时间:2020/12/10
Recommender system  Deep generative model  Collaborative topic regression  Trust matrix factorization  Deep learning  
Integrating heterogeneous information via flexible regularization framework for recommendation 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2016, 卷号: 49, 期号: 3, 页码: 835-859
作者:  Shi, Chuan;  Liu, Jian;  Zhuang, Fuzhen;  Yu, Philip S.;  Wu, Bin
收藏  |  浏览/下载:45/0  |  提交时间:2019/12/13
Recommender system  Heterogeneous information network  Matrix factorization  Similarity measure