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An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
Authors:  Wenbin Yue;  Zidong Wang;  Jieyu Zhang;  Xiaohui Liu
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Collaborative filtering (CF)  content-based recommendation  healthcare  recommendation system (RS)  
Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
Authors:  Di Wu;  Xin Luo
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High-dimensional and sparse matrix  L1-norm  L2-norm  latent factor model  recommender system  smooth L1-norm  
视频理解中的关系学习研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:  高君宇
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视频理解  关系学习  物体表观建模  语义挖掘  个性化应用  
社会媒体上下文感知的序列行为建模 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄晓雯
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社会媒体  序列行为建模  用户建模  序列推荐  多模态  异构信息网络  知识图谱  可解释性  
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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user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendatio 会议论文
, Nice, France, 2019.10.21-2019.10.27
Authors:  Huang, Xiaowen;  Fang, Quan;  Qian, Shengsheng;  Sang, Jitao;  Li, Yan;  Xu, Changsheng
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面向用户行为序列的深度上下文建模 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  崔强
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上下文信息  深度学习  用户行为序列  循环神经网络  注意力机制  
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
Authors:  Shuai Wang;  Chenchen Huang;  Juanjuan Li;  Yong Yuan;  Fei-Yue Wang
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Decentralized Knowledge Graph  Deep Recommender System  Crowdsourcing  Blockchain  Smart Contracts  
Key Crowdsourcing Technologies for Product Design and Development 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 1, 页码: 1-15
Authors:  Xiao-Jing Niu;  Sheng-Feng Qin;  John Vines;  Rose Wong;  Hui Lu
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Crowdsourcing technologies  product design and development (PDD)  communication  information sharing  design evaluation  feedback.  
融合用户信息的文本情感分析方法研究 学位论文
, 北京市海淀区中关村东路95号中国科学院自动化研究所: 中国科学院大学, 2018
Authors:  李俊杰
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自然语言理解  情感分析  用户信息  情感分类  情感摘要