TY - GEN
T1 - An examination of a novel information diffusion model
T2 - International Foundation for Autonomous Agents and Multiagent Systems, IFAAMAS 2016
AU - Ikeda, Keisuke
AU - Sakaki, Takeshi
AU - Toriumi, Fujio
AU - Kurihara, Satoshi
PY - 2016/1/1
Y1 - 2016/1/1
N2 - Twitter is a popular microblogging service in Japan. People use the Twitter for communicating with friends, and posting tweet daily life events. In addition, Twitter has also been used in an emergency situation, such as the earthquake. In the East Japan great earthquake disaster, people were using Twitter to get refuge and rescue informations. However, spreading false rumor has become a major social problem. We aim to propose suppression scheme of false rumor. Therefore, we propose a novel multiagent-based information diffusion model to reveal the diffusion mechanism of false rumor in this paper. Our model is to focus on the information diffusion behavior of each Twitter user. We consider three elements of each user, “User’s diversity”, “Life pattern”, and “State transition”. In addition, our model also takes into account multiple of the information path, which is a feature of Twitter. We evaluate the validity of our model.
AB - Twitter is a popular microblogging service in Japan. People use the Twitter for communicating with friends, and posting tweet daily life events. In addition, Twitter has also been used in an emergency situation, such as the earthquake. In the East Japan great earthquake disaster, people were using Twitter to get refuge and rescue informations. However, spreading false rumor has become a major social problem. We aim to propose suppression scheme of false rumor. Therefore, we propose a novel multiagent-based information diffusion model to reveal the diffusion mechanism of false rumor in this paper. Our model is to focus on the information diffusion behavior of each Twitter user. We consider three elements of each user, “User’s diversity”, “Life pattern”, and “State transition”. In addition, our model also takes into account multiple of the information path, which is a feature of Twitter. We evaluate the validity of our model.
KW - False rumor
KW - Information diffusion
KW - Twitter
UR - http://www.scopus.com/inward/record.url?scp=84989874427&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84989874427&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-46882-2_11
DO - 10.1007/978-3-319-46882-2_11
M3 - Conference contribution
AN - SCOPUS:84989874427
SN - 9783319468815
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 180
EP - 191
BT - Autonomous Agents and Multiagent Systems, IFAAMAS 2016 Workshops, Best Papers, Revised Selected Papers
PB - Springer Verlag
Y2 - 9 May 2016 through 10 May 2016
ER -