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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  
NPP: A neural popularity prediction model for social media content 期刊论文
Neurocomputing, 2019, 卷号: 333, 期号: 2019, 页码: 221–230
Authors:  Guandan, Chen;  Qingchao, Kong;  Nan, Xu;  Wenji, Mao
View  |  Adobe PDF(1486Kb)  |  Favorite  |  View/Download:47/22  |  Submit date:2019/05/06
Social Media  Popularity Prediction  Deep Neural Network  Attention Mechanism  
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  
Joint Learning with Keyword Extraction for Event Detection in Social Media 会议论文
, Miami, FL, USA, 2018.11.8-2018.11.10
Authors:  Guandan Chen;  Wenji Mao;  Qingchao Kong;  Han Han
View  |  Adobe PDF(862Kb)  |  Favorite  |  View/Download:83/30  |  Submit date:2018/10/10
Event Detection  Keyword Extraction  Deep Learning  
A Partition and Interaction Combined Model for Social Event Popularity Prediction 会议论文
, Miami, FL, USA, 2018.11.08-2018.11.10
Authors:  Guandan Chen;  Qingchao Kong;  Wenji Mao;  Daniel Zeng
View  |  Adobe PDF(1095Kb)  |  Favorite  |  View/Download:93/38  |  Submit date:2018/10/10
Popularity Prediction  Information Cascade  Reinforcement Learning  
An Encoder-Memory-Decoder Framework for Sub-Event Detection in Social Media 会议论文
Proceedings of the 27th ACM International on Conference on Information and Knowledge Management, Lingotto, Turin, Italy, 2018.10.22-26
Authors:  Guandan, Chen;  Nan, Xu;  Wenji, Mao
View  |  Adobe PDF(323Kb)  |  Favorite  |  View/Download:40/12  |  Submit date:2019/05/06
Encoder-memory-decoder Framework  Sub-event Detection  Deep Neural Network  
Online event detection and tracking in social media based on neural similarity metric learning 会议论文
, Beijing, 2017.7.22-24
Authors:  Guandan Chen;  Qingchao Kong;  Wenji Mao
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An attention-based neural popularity prediction model for social media events 会议论文
, Beijing, 2017.7.22-24
Authors:  Guandan Chen;  Qingchao Kong;  Wenji Mao
View  |  Adobe PDF(277Kb)  |  Favorite  |  View/Download:70/13  |  Submit date:2018/01/04