CASIA OpenIR
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A Hierarchical Contextual Attention-based Network for Sequential Recommendation 期刊论文
Neurocomputing, 2019, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Yan Huang;  Liang Wang
View  |  Adobe PDF(545Kb)  |  Favorite  |  View/Download:33/8  |  Submit date:2019/05/09
Sequential Recommendation  Short-term Interest  Context  Attention Mechanism  Recurrent Neural Network  
Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction 会议论文
, Macau SAR, China, 14-17 April 2019
Authors:  Qiang Cui;  Yuyuan Tang;  Shu Wu;  Liang Wang
View  |  Adobe PDF(1387Kb)  |  Favorite  |  View/Download:37/23  |  Submit date:2019/05/09
Poi  Sequential Preference  Spatial Preference  Non-linear  
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Qiang Liu;  Wen Zhong;  Liang Wang
View  |  Adobe PDF(979Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
DeepStyle: Learning User Preferences for Visual Recommendation 会议论文
, Tokyo, Japan, 2017-8
Authors:  Liu, Qiang;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(3332Kb)  |  Favorite  |  View/Download:219/120  |  Submit date:2018/01/03
Visual Recommendation  User Preferences  Style Features  
Multi-Behavioral Sequential Prediction with Recurrent Log-Bilinear Model 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 6, 页码: 1254-1267
Authors:  Liu, Qiang;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(990Kb)  |  Favorite  |  View/Download:72/14  |  Submit date:2018/01/03
Collaborative Filtering  Sequential Prediction  Multi-behavior  Recurrent Log-bilinear  
Blood Pressure Prediction via Recurrent Models with Contextual Layer 会议论文
, Perth, Western Australia, 3-7 April, 2017
Authors:  Li XH(李霄寒);  Wu S(吴书);  Wang L(王亮)
View  |  Adobe PDF(451Kb)  |  Favorite  |  View/Download:45/7  |  Submit date:2018/01/04
Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
Authors:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(997Kb)  |  Favorite  |  View/Download:158/73  |  Submit date:2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Personalized ranking with pairwise Factorization Machines 期刊论文
NEUROCOMPUTING, 2016, 卷号: 214, 期号: null, 页码: 191-200
Authors:  Guo, Weiyu;  Wu, Shu;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(867Kb)  |  Favorite  |  View/Download:149/66  |  Submit date:2016/10/24
Personalized Ranking  Adaptive Sampling  Pairwise Learning  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
Authors:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(996Kb)  |  Favorite  |  View/Download:96/21  |  Submit date:2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
情境大数据建模及其在用户行为预测中的作用 期刊论文
大数据, 2016, 卷号: 2, 期号: 6, 页码: 110-117
Authors:  吴书;  刘强;  王亮
View  |  Adobe PDF(653Kb)  |  Favorite  |  View/Download:46/11  |  Submit date:2018/01/04
情境大数据  情境建模  用户建模  行为预测