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The Impact of User Behavior on Information Diffusion in D2D Communications: A Discrete Dynamical Model.

Authors :
Gan, Chenquan
Li, Xiaoke
Wang, Lisha
Zhang, Zufan
Source :
Discrete Dynamics in Nature & Society; 12/9/2018, p1-9, 9p
Publication Year :
2018

Abstract

This paper aims to explore the impact of user behavior on information diffusion in D2D (Device-to-Device) communications. A discrete dynamical model, which combines network metrics and user behaviors, including social relationship, user influence, and interest, is proposed and analyzed. Specifically, combined with social tie and user interest, the success rate of data dissemination between D2D users is described, and the interaction factor, user influence, and stability factor are also defined. Furthermore, the state transition process of user is depicted by a discrete-time Markov chain, and global stability analysis of the proposed model is also performed. Finally, some experiments are examined to illustrate the main results and effectiveness of the proposed model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10260226
Database :
Complementary Index
Journal :
Discrete Dynamics in Nature & Society
Publication Type :
Academic Journal
Accession number :
133454540
Full Text :
https://doi.org/10.1155/2018/3745769