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Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification  
Food Recommendation: Framework, Existing Solutions, and Challenges 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 10, 页码: 2659-2671
作者:  Min, Weiqing;  Jiang, Shuqiang;  Jain, Ramesh
收藏  |  浏览/下载：46/0  |  提交时间：2020/12/10
Artificial intelligence  knowledge based systems  image recognition  data mining  health information management  
HetNERec: Heterogeneous network embedding based recommendation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2020, 卷号: 204, 页码: 10
作者:  Zhao, Zhongying;  Zhang, Xuejian;  Zhou, Hui;  Li, Chao;  Gong, Maoguo;  Wang, Yongqing
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Heterogeneous network  Network embedding  Recommender system  Heterogeneous network embedding  
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：29/0  |  提交时间：2021/12/01
Serendipity  recommender system  muti-layer percetron  matrix factorization  
TNAM: A tag-aware neural attention model for Top-N recommendation 期刊论文
NEUROCOMPUTING, 2020, 卷号: 385, 页码: 1-12
作者:  Huang, Ruoran;  Wang, Nian;  Han, Chuanqi;  Yu, Fang;  Cui, Li
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Recommender systems  Tag information  Deep learning  Attention networks  
Improving social and behavior recommendations via network embedding 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 516, 页码: 125-141
作者:  Zhao, Weizhong;  Ma, Huifang;  Li, Zhixin;  Ao, Xiang;  Li, Ning
收藏  |  浏览/下载：41/0  |  提交时间：2020/12/10
Social recommendation  Behavior recommendation  Network embedding  Probabilistic matrix factorization  
BPF plus plus : A Unified Factorization model for predicting retweet behaviors 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 515, 页码: 218-232
作者:  Wang, Shaoqing;  Li, Cuipin;  Wang, Zheng;  Chen, Hong;  Zheng, Kai
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Collaborative filtering  Bayesian Poisson factorization  Probabilistic model  Retweet behaviors  Social network  
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 2, 页码: 305-319
作者:  Zhuang, Fu-Zhen;  Zhou, Ying-Min;  Ying, Hao-Chao;  Zhang, Fu-Zheng;  Ao, Xiang;  Xie, Xing;  He, Qing;  Xiong, Hui
收藏  |  浏览/下载：38/0  |  提交时间：2020/12/10
sequential recommendation  novelty-seeking trait  transfer learning  
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：53/0  |  提交时间：2020/12/10
Recommender system  Deep generative model  Collaborative topic regression  Trust matrix factorization  Deep learning