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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
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View/Download:77/37
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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
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View/Download:72/0
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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
Adobe PDF(4953Kb)
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Submit date:2017/06/06
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
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View/Download:356/204
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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
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Adobe PDF(835Kb)
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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
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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
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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)
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View/Download:164/33
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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)
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View/Download:239/100
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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
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Submit date:2016/03/30