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Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:  Zhu, Xiaofei;  Tang, Gu;  Wang, Pengfei;  Li, Chenliang;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
Recommendation system  Session-based recommendation  Graph neural network  Behavior modeling  Attention model  Representation learning  
Modeling Temporal Dynamics of Users' Purchase Behaviors for Next Basket Prediction 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1230-1240
作者:  Wang, Pengfei;  Zhang, Yongfeng;  Niu, Shuzi;  Guo, Jiafeng
收藏  |  浏览/下载:39/0  |  提交时间:2020/12/10
sequential recommendation  dynamic representation  next basket recommendation  
Query ranking model for search engine query recommendation 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 卷号: 8, 期号: 3, 页码: 1019-1038
作者:  Wang, JianGuo;  Huang, Joshua Zhexue;  Guo, Jiafeng;  Lan, Yanyan
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/12
Query recommendation  Query log analysis  Query ranking  Recommendation methods  
Modeling users' search sessions for high utility query recommendation 期刊论文
INFORMATION RETRIEVAL JOURNAL, 2017, 卷号: 20, 期号: 1, 页码: 4-24
作者:  Guo, Jiafeng;  Zhu, Xiaofei;  Lan, Yanyan;  Cheng, Xueqi
收藏  |  浏览/下载:48/0  |  提交时间:2019/12/12
Search behavior  Query utility  Dynamic Bayesian network  Query recommendation  
Recommending high-utility search engine queries via a query-recommending model 期刊论文
NEUROCOMPUTING, 2015, 卷号: 167, 页码: 195-208
作者:  Wang, JianGuo;  Huang, Joshua Zhexue;  Guo, Jiafeng;  Lan, Yanyan
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/13
Query recommendation  Query log analysis  Query ranking  Recommendation methods