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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  
面向社交媒体的事件检测与流行度预测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  陈观淡
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社交媒体分析  事件检测  流行度预测  事件相关关系  表示学习  
A Hierarchical Contextual Attention-based Network for Sequential Recommendation 期刊论文
Neurocomputing, 2019, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Yan Huang;  Liang Wang
View  |  Adobe PDF(545Kb)  |  Favorite  |  View/Download:27/7  |  Submit date:2019/05/09
Sequential Recommendation  Short-term Interest  Context  Attention Mechanism  Recurrent Neural Network  
Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction 会议论文
, Macau SAR, China, 14-17 April 2019
Authors:  Qiang Cui;  Yuyuan Tang;  Shu Wu;  Liang Wang
View  |  Adobe PDF(1387Kb)  |  Favorite  |  View/Download:27/13  |  Submit date:2019/05/09
Poi  Sequential Preference  Spatial Preference  Non-linear  
MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Qiang Liu;  Wen Zhong;  Liang Wang
View  |  Adobe PDF(979Kb)  |  Favorite  |  View/Download:19/2  |  Submit date:2019/05/09
Multi-view  Sequential Recommendation  Recurrent Neural Network  Cold Start  
基于深度表达学习的用户建模研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  刘强
Adobe PDF(6011Kb)  |  Favorite  |  View/Download:79/7  |  Submit date:2018/05/31
用户建模  深度表达学习  个性化推荐  上下文感知  序列行为预测  不实信息检测  
基于平行数据的交通预测和社会交通信息提取方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  陈圆圆
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平行数据智能  平行交通  交通知识自动化  深度学习  智能交通  
Mining Significant Microblogs for Misinformation Identification: An Attention-Based Approach 期刊论文
ACM Transactions on Intelligent Systems and Technology, 2018, 卷号: 9, 期号: 5, 页码: 50
Authors:  Liu, Qiang;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(707Kb)  |  Favorite  |  View/Download:84/11  |  Submit date:2018/05/30
Misinformation Identification  Attention Model  Social Media  Significant Microblogs  
Deep Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
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Event Analysis  Unusual Event Detection  Deep Learning  
Exploring Trends and Patterns of Popularity Stage Evolution in Social Media 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 期号: 0, 页码: 1-11
Authors:  Qingchao Kong;  Wenji Mao;  Guandan Chen;  Daniel Zeng
View  |  Adobe PDF(1589Kb)  |  Favorite  |  View/Download:99/36  |  Submit date:2018/10/10
Online Contents  Popularity Evolution  Popularity Stage Prediction (Psp)  Social Media Analytics