DocumentCode
2006162
Title
Rumor detection on twitter
Author
Takahashi, Tatsuro ; Igata, N.
Author_Institution
Fujitsu Labs. Ltd., Kawasaki, Japan
fYear
2012
fDate
20-24 Nov. 2012
Firstpage
452
Lastpage
457
Abstract
Twitter is useful in a situation of disaster for communication, announcement, request for rescue and so on. On the other hand, it causes a negative by-product, spreading rumors. This paper describe how rumors have spread after a disaster of earthquake, and discuss how can we deal with them. We first investigated actual instances of rumor after the disaster. And then we attempted to disclose characteristics of those rumors. Based on the investigation we developed a system which detects candidates of rumor from twitter and then evaluated it. The result of experiment shows the proposed algorithm can find rumors with acceptable accuracy.
Keywords
disasters; earthquakes; social networking (online); Twitter; disaster; earthquake; rumor detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location
Kobe
Print_ISBN
978-1-4673-2742-8
Type
conf
DOI
10.1109/SCIS-ISIS.2012.6505254
Filename
6505254
Link To Document