Evolution of Self-confidence in Opinion Dynamics over Signed Network

被引:2
作者
Bhowmick, Sourav [1 ]
Panja, Surajit [1 ]
机构
[1] Indian Inst Informat Technol Guwahati, Dept Elect & Commun Engn, Gauhati 781015, Assam, India
关键词
Opinion dynamics; self-confidence; social power index; DeGroot-Friedkin (D-F) model; signed graph; SOCIAL POWER; FORMAL THEORY; CONSENSUS; TUTORIAL; SYSTEMS;
D O I
10.1016/j.ifacol.2020.12.975
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper discusses the evolution of self-confidence of individuals in Degroot-Friedkin (D-F) model when they interact along sequences of issues over a signed network. The underlying strongly connected signed network contains both positive and negative influences on the opinions of the individuals. It has been shown in this work that the opinions of the individuals under this network polarize into two groups with the individuals attaining same asymptotic opinion value within the same group while asymptotic opinion values having same magnitude, opposite in sign for different group. The evolution of self-confidences of the individuals along sequences of issues have been shown and they are found to converge to an equilibrium contained in an n-simplex. The numerical simulations validate the theoretical results obtained in the work. Copyright (C) 2020 The Authors.
引用
收藏
页码:2975 / 2981
页数:7
相关论文
共 29 条
[1]   Consensus Problems on Networks With Antagonistic Interactions [J].
Altafini, Claudio .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (04) :935-946
[2]   Leader-Follower Bipartite Consensus of Linear Multiagent Systems Over a Signed Directed Graph [J].
Bhowmick, Sourav ;
Panja, Surajit .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2019, 66 (08) :1436-1440
[3]  
Cao M., 2019, IEEE T NETW SCI ENG, DOI [10.1109/TCNS.2019.2951672, DOI 10.1109/TCNS.2019.2951672]
[4]   Social Power Dynamics Over Switching and Stochastic Influence Networks [J].
Chen, Ge ;
Duan, Xiaoming ;
Friedkin, Noah E. ;
Bullo, Francesco .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (02) :582-597
[5]   Distributed Evaluation and Convergence of Self-Appraisals in Social Networks [J].
Chen, Xudong ;
Liu, Ji ;
Belabbas, Mohamed-Ali ;
Xu, Zhi ;
Basar, Tamer .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (01) :291-304
[6]  
Deffuant G., 2000, JASSS-J ARTIF SOC S, V5, P1
[7]   REACHING A CONSENSUS [J].
DEGROOT, MH .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1974, 69 (345) :118-121
[8]   A FORMAL THEORY OF SOCIAL POWER [J].
FRENCH, JRP .
PSYCHOLOGICAL REVIEW, 1956, 63 (03) :181-194
[9]  
Friedkin NE, 1999, ADV GROUP, V16, P1
[10]   A Theory of the Evolution of Social Power: Natural Trajectories of Interpersonal Influence Systems along Issue Sequences [J].
Friedkin, Noah E. ;
Jia, Peng ;
Bullo, Francesco .
SOCIOLOGICAL SCIENCE, 2016, 3 :444-472