Mining Event-Oriented Topics in Microblog Stream with Unsupervised Multi-View Hierarchical Embedding

Min Peng; Jiahui Zhu; Hua Wang; Xuhui Li; Yanchun Zhang; Xiuzhen Zhang; Gang Tian

doi:10.1145/3173044

Mining Event-Oriented Topics in Microblog Stream with Unsupervised Multi-View Hierarchical Embedding

ACM Transactions on Knowledge Discovery from Data ◽

10.1145/3173044 ◽

2018 ◽

Vol 12 (3) ◽

pp. 1-26 ◽

Cited By ~ 14

Author(s):

Min Peng ◽

Jiahui Zhu ◽

Hua Wang ◽

Xuhui Li ◽

Yanchun Zhang ◽

...

Keyword(s):

Microblog Stream

Download Full-text

Using Social Intelligence for New Event Detection in Microblog Stream

2012 Second International Conference on Cloud and Green Computing ◽

10.1109/cgc.2012.45 ◽

2012 ◽

Cited By ~ 1

Author(s):

Lei Deng ◽

Zhaoyun Ding ◽

Bingying Xu ◽

Bin Zhou ◽

Peng Zou

Keyword(s):

Event Detection ◽

Social Intelligence ◽

Microblog Stream

Download Full-text

Spatio-temporal Event Visualization from a Geo-parsed Microblog Stream

Companion Publication of the 21st International Conference on Intelligent User Interfaces - IUI '16 Companion ◽

10.1145/2876456.2879486 ◽

2016 ◽

Cited By ~ 4

Author(s):

Masahiko Itoh ◽

Naoki Yoshinaga ◽

Masashi Toyoda

Keyword(s):

Spatio Temporal ◽

Microblog Stream

Download Full-text

Cross the data desert: generating textual-visual summary on the evolutionary microblog stream

Multimedia Tools and Applications ◽

10.1007/s11042-018-6297-6 ◽

2018 ◽

Vol 78 (6) ◽

pp. 6409-6440

Author(s):

Yu Xiong ◽

Xiangmin Zhou ◽

Yifei Zhang ◽

Shi Feng ◽

Daling Wang

Keyword(s):

Microblog Stream

Download Full-text

Hierarchical Clustering in Improving Microblog Stream Summarization

Computational Linguistics and Intelligent Text Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-37256-8_35 ◽

2013 ◽

pp. 424-435 ◽

Cited By ~ 3

Author(s):

Andrei Olariu

Keyword(s):

Hierarchical Clustering ◽

Microblog Stream

Download Full-text

Category-Level Transfer Learning from Knowledge Base to Microblog Stream for Accurate Event Detection

Database Systems for Advanced Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-319-55753-3_4 ◽

2017 ◽

pp. 50-67 ◽

Cited By ~ 2

Author(s):

Weijing Huang ◽

Tengjiao Wang ◽

Wei Chen ◽

Yazhou Wang

Keyword(s):

Knowledge Base ◽

Transfer Learning ◽

Event Detection ◽

Microblog Stream

Download Full-text

Topic Detection from Large Scale of Microblog Stream with High Utility Pattern Clustering

Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management ◽

10.1145/2809890.2809894 ◽

2015 ◽

Author(s):

Jiajia Huang ◽

Min Peng ◽

Hua Wang

Keyword(s):

Large Scale ◽

Topic Detection ◽

Pattern Clustering ◽

High Utility ◽

Microblog Stream

Download Full-text

A Refined Method for Detecting Interpretable and Real-Time Bursty Topic in Microblog Stream

Lecture Notes in Computer Science - Web Information Systems Engineering – WISE 2017 ◽

10.1007/978-3-319-68783-4_1 ◽

2017 ◽

pp. 3-17 ◽

Cited By ~ 5

Author(s):

Tao Zhang ◽

Bin Zhou ◽

Jiuming Huang ◽

Yan Jia ◽

Bing Zhang ◽

...

Keyword(s):

Real Time ◽

Refined Method ◽

Microblog Stream

Download Full-text

Central Topic Model for Event-oriented Topics Mining in Microblog Stream

Proceedings of the 24th ACM International on Conference on Information and Knowledge Management - CIKM '15 ◽

10.1145/2806416.2806561 ◽

2015 ◽

Cited By ~ 6

Author(s):

Min Peng ◽

Jiahui Zhu ◽

Xuhui Li ◽

Jiajia Huang ◽

Hua Wang ◽

...

Keyword(s):

Topic Model ◽

Central Topic ◽

Microblog Stream

Download Full-text

Word-Clouds in the Sky: Multi-layer Spatio-Temporal Event Visualization from a Geo-Parsed Microblog Stream

2016 20th International Conference Information Visualisation (IV) ◽

10.1109/iv.2016.62 ◽

2016 ◽

Author(s):

Masahiko Itoh ◽

Naoki Yoshinaga ◽

Masashi Toyoda

Keyword(s):

Word Clouds ◽

Spatio Temporal ◽

Microblog Stream

Download Full-text

A probabilistic method for emerging topic tracking in Microblog stream

World Wide Web ◽

10.1007/s11280-016-0390-4 ◽

2016 ◽

Vol 20 (2) ◽

pp. 325-350 ◽

Cited By ~ 59

Author(s):

Jiajia Huang ◽

Min Peng ◽

Hua Wang ◽

Jinli Cao ◽

Wang Gao ◽

...

Keyword(s):

Probabilistic Method ◽

Topic Tracking ◽

Microblog Stream

Download Full-text