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A Temporal-Topic Model for Friend Recommendations in Chinese Microblogging Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2015, 卷号: 45, 期号: 9, 页码: 1245-1253
作者:  Nan Zheng;  Shuangyong Song;  Hongyun Bao
Adobe PDF(1072Kb)  |  收藏  |  浏览/下载：82/10  |  提交时间：2020/10/27
Recommendations  Interest Drifts  Microblogging  Sina Weibo  Topic Model.  
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
作者:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
浏览  |  Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：350/112  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Decentralized Construction of Knowledge Graphs for Deep Recommender Systems Based on Blockchain-Powered Smart Contracts 期刊论文
IEEE Access, 2019, 卷号: 7, 期号: Sep. 2019, 页码: 136951- 136961
作者:  Shuai Wang;  Chenchen Huang;  Juanjuan Li;  Yong Yuan;  Fei-Yue Wang
浏览  |  Adobe PDF(2505Kb)  |  收藏  |  浏览/下载：385/113  |  提交时间：2019/09/25
Decentralized Knowledge Graph  Deep Recommender System  Crowdsourcing  Blockchain  Smart Contracts  
A hierarchical contextual attention-based network for sequential recommendation 期刊论文
NEUROCOMPUTING, 2019, 卷号: 358, 页码: 141-149
作者:  Cui, Qiang;  Wu, Shu;  Huang, Yan;  Wang, Liang
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：288/28  |  提交时间：2019/05/09
Sequential recommendation  Recurrent neural network  Short-term interest  Context  Attention mechanism  
Heterogeneous Knowledge-Based Attentive Neural Networks for Short-Term Music Recommendations 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 58990-59000
作者:  Lin, Qika;  Niu, Yaoqiang;  Zhu, Yifan;  Lu, Hao;  Mushonga, Keith Zvikomborero;  Niu, Zhendong
收藏  |  浏览/下载：266/0  |  提交时间：2019/01/08
Heterogeneous knowledge  data embedding  entity representation  attentive neural networks  short-term music recommendation  
Modeling the Heterogeneous Duration of User Interest in Time-Dependent Recommendation: A Hidden Semi-Markov Approach 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 2, 页码: 177-194
作者:  Zhang, Haidong;  Ni, Wancheng;  Li, Xin;  Yang, Yiping
Adobe PDF(2497Kb)  |  收藏  |  浏览/下载：449/201  |  提交时间：2018/10/10
Collaborative Filtering (Cf)  Hidden Semi-markov Model (Hsmm)  Recommender System  Time-dependent Recommendation  
Modeling the Heterogeneous Duration of User Interest in Time-dependent Recommendation: A Hidden Semi-Markov Approach 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN AND CYBERNETICS: SYSTEMS, 2016, 期号: 99, 页码: 1-18
作者:  Zhang, Haidong;  Ni, Wancheng;  Li, Xin;  Yang, Yiping
浏览  |  Adobe PDF(2703Kb)  |  收藏  |  浏览/下载：419/149  |  提交时间：2017/01/19
Time-dependent Recommendation  Collaborative Filtering  Hidden Semi-markov Model  Recommender System  
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
作者:  Sang, Jitao;  Deng, Zhengyu;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(2027Kb)  |  收藏  |  浏览/下载：393/109  |  提交时间：2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
How friends affect user behaviors? An exploration of social relation analysis for recommendation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 88, 期号: 1, 页码: 70-84
作者:  Yuan, Ting;  Cheng, Jian;  Zhang, Xi;  Liu, Qingshan;  Lu, Hanqing
浏览  |  Adobe PDF(1494Kb)  |  收藏  |  浏览/下载：404/109  |  提交时间：2015/11/12
Recommender Systems  Social Recommendation  Social Relation Analysis  
Cross-Platform Multi-Modal Topic Modeling for Personalized Inter-Platform Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 10, 页码: 1787-1801
作者:  Min, Weiqing;  Bao, Bing-Kun;  Xu, Changsheng;  Hossain, M. Shamim
浏览  |  Adobe PDF(3462Kb)  |  收藏  |  浏览/下载：397/140  |  提交时间：2015/11/04
Cross-platform  Topic Model  Recommendation