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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:174/45  |  Submit date:2016/12/26
Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
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:101/18  |  Submit date:2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
Word-of-Mouth Understanding: Entity-Centric Multimodal Aspect-Opinion Mining in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2281-2296
Authors:  Fang, Quan;  Xu, Changsheng;  Sang, Jitao;  Hossain, M. Shamim;  Muhammad, Ghulam
Adobe PDF(5572Kb)  |  Favorite  |  View/Download:146/45  |  Submit date:2016/01/18
Application  Knowledge Mining  Probabilistic Topic Model  
YouTube Video Promotion by Cross-Network Association: @Britney to Advertise Gangnam Style 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 8, 页码: 1248-1261
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2326Kb)  |  Favorite  |  View/Download:94/12  |  Submit date:2015/09/23
Cross-network Analysis  Social Media  Video Promotion  
Relational User Attribute Inference in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 7, 页码: 1031-1044
Authors:  Fang, Quan;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
Adobe PDF(2825Kb)  |  Favorite  |  View/Download:109/37  |  Submit date:2015/09/17
Attribute Relation  Latent Svm (lSvm)  User Attribute Inference  
Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 6, 页码: 816-827
Authors:  Yuan, Zhaoquan;  Xu, Changsheng;  Sang, Jitao;  Yan, Shuicheng;  Hossain, M. Shamim
Adobe PDF(1750Kb)  |  Favorite  |  View/Download:106/32  |  Submit date:2015/09/21
Auto-encoder  Deep Learning  Hierarchical Feature Learning  Social Tags  
基于社交媒体的关联性用户属性推断 期刊论文
软件学报, 2015, 卷号: 26, 期号: Suppl.(2), 页码: 145-154
Authors:  项连城;  方全;  桑基韬;  徐常胜;  路冬媛
View  |  Adobe PDF(931Kb)  |  Favorite  |  View/Download:137/48  |  Submit date:2017/05/05
超图  用户属性挖掘  属性关系  
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:150/59  |  Submit date:2016/03/30
A Probabilistic Framework for Temporal User Modeling on Microblogs” 会议论文
A Probabilistic Framework for Temporal User Modeling on Microblogs, Melbourne, Australia, 2015-10
Authors:  Sang, Jitao;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(879Kb)  |  Favorite  |  View/Download:102/23  |  Submit date:2016/03/30
A Unified Framework of Latent Feature Learning in Social Media 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 卷号: 16, 期号: 6, 页码: 1624-1635
Authors:  Yuan, Zhaoquan;  Sang, Jitao;  Xu, Changsheng;  Liu, Yan
Adobe PDF(1544Kb)  |  Favorite  |  View/Download:106/41  |  Submit date:2015/08/12
Deep Learning  Feature Learning  India Buffet Process  Social Media