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Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
Authors:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
View  |  Adobe PDF(2250Kb)  |  Favorite  |  View/Download:77/37  |  Submit date:2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 12, 页码: 3439-3451
Authors:  Sang, Jitao;  Yan, Ming;  Xu, Changsheng
Favorite  |  View/Download:72/0  |  Submit date:2019/01/08
Cross-OSN association  dynamic user modeling  cold-start recommendation  
基于社交媒体行为的用户人口统计属性推断 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  项连城
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社交媒体行为  人口统计属性  关联性  稳定性  
A Unified Personalized Video Recommendation via Dynamic Recurrent Neural Networks 会议论文
, Mountain View, CA, USA, 2017-10-23
Authors:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(2043Kb)  |  Favorite  |  View/Download:356/204  |  Submit date:2017/12/29
A Unified Video Recommendation by Cross-Network User Modeling 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 1-24
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(835Kb)  |  Favorite  |  View/Download:231/71  |  Submit date:2016/12/26
Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
基于共同用户行为分析的跨社交媒体网络应用研究 学位论文
, 北京: 中国科学院大学, 2016
Authors:  严明
Adobe PDF(8674Kb)  |  Favorite  |  View/Download:440/9  |  Submit date:2016/06/21
跨网络用户行为分析  跨网络协同应用  用户建模  
跨社交媒体网络大数据下的用户建模 期刊论文
大数据, 2016, 卷号: 2, 期号: 5, 页码: 32-42
Authors:  项连城;  桑基韬;  徐常胜
View  |  Adobe PDF(1726Kb)  |  Favorite  |  View/Download:202/95  |  Submit date:2017/05/05
跨社交媒体网络  用户建模  人口属性  兴趣属性  
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2259-2270
Authors:  Sang, Jitao;  Deng, Zhengyu;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(2027Kb)  |  Favorite  |  View/Download:164/33  |  Submit date:2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
Unified YouTube Video Recommendation via Cross-network Collaboration 会议论文
ACM International Conference on Multimedia Retrieval (ICMR), Brisbane, Australia, 2015-10
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(559Kb)  |  Favorite  |  View/Download:239/100  |  Submit date:2016/03/30
User-centric Cross-OSN Multimedia Computing 会议论文
ACM Multimedia 2015, Brisbane, Australia, 2015-10
Authors:  Sang, Jitao
Adobe PDF(9642Kb)  |  Favorite  |  View/Download:94/20  |  Submit date:2016/03/30