Information Propagation Prediction Based on Key Users Authentication in Microblogging
Joint Authors
Yu, Miao
Zhang, Yongzheng
Zang, Tianning
Wang, Yipeng
Wang, Yijing
Source
Security and Communication Networks
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-02-06
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
In microblogging, key users are a significant factor for information propagation.
Key users can affect information propagation size while retweeting the information.
In this paper, to predict information propagation, we propose a novel linear model based on key users authentication.
This model mines key users to dynamically improve the linear model while predicting information propagation.
So our model can not only predict information propagation but also mine key users.
Experimental results show that our model can achieve remarkable efficiency on predicting information propagation problem in real microblogging networks.
At the same time, our model can find the key users who affect information propagation.
American Psychological Association (APA)
Yu, Miao& Zhang, Yongzheng& Zang, Tianning& Wang, Yipeng& Wang, Yijing. 2018. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1214313
Modern Language Association (MLA)
Yu, Miao…[et al.]. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks No. 2018 (2018), pp.1-7.
https://search.emarefa.net/detail/BIM-1214313
American Medical Association (AMA)
Yu, Miao& Zhang, Yongzheng& Zang, Tianning& Wang, Yipeng& Wang, Yijing. Information Propagation Prediction Based on Key Users Authentication in Microblogging. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-7.
https://search.emarefa.net/detail/BIM-1214313
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214313