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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:35/0  |  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:74/0  |  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  
NeuO: Exploiting the sentimental bias between ratings and reviews with neural networks 期刊论文
NEURAL NETWORKS, 2019, 卷号: 111, 页码: 77-88
作者:  Xu, Yuanbo;  Yang, Yongjian;  Han, Jiayu;  Wang, En;  Zhuang, Fuzhen;  Yang, Jingyuan;  Xiong, Hui
收藏  |  浏览/下载:267/0  |  提交时间:2019/04/03
Opinion bias  Recommender systems  Convolutional neural network  Dual attention vectors