TY - GEN
T1 - Strategic communications in opinion diffusion
AU - Li, Lin
AU - Scaglione, Anna
AU - Swami, Ananthram
AU - Zhao, Qing
PY - 2012/12/1
Y1 - 2012/12/1
N2 - We propose a strategic communication model, in which social agents play a central role in determining how much effort and time they want to invest in interacting with others. The starting point for this paper is the so called bounded confidence model in which agents update their opinions only when they are like-minded (i.e., their opinion distance is smaller than a threshold). In our model, in addition to the existence of trust between interacting agents, the agents also individually determine the expected time and effort in interacting with their neighboring agents. The strategic communication thus refers to the process that allows individuals to select neighbors, with whom interaction produces a maximization of the local utility functions. Our goal is to analyze the dynamics of opinion formation under the proposed communication strategy, with a focus on understanding how and under what conditions clustering patterns emerge in opinion space.
AB - We propose a strategic communication model, in which social agents play a central role in determining how much effort and time they want to invest in interacting with others. The starting point for this paper is the so called bounded confidence model in which agents update their opinions only when they are like-minded (i.e., their opinion distance is smaller than a threshold). In our model, in addition to the existence of trust between interacting agents, the agents also individually determine the expected time and effort in interacting with their neighboring agents. The strategic communication thus refers to the process that allows individuals to select neighbors, with whom interaction produces a maximization of the local utility functions. Our goal is to analyze the dynamics of opinion formation under the proposed communication strategy, with a focus on understanding how and under what conditions clustering patterns emerge in opinion space.
UR - http://www.scopus.com/inward/record.url?scp=84876215443&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84876215443&partnerID=8YFLogxK
U2 - 10.1109/ACSSC.2012.6489058
DO - 10.1109/ACSSC.2012.6489058
M3 - Conference contribution
AN - SCOPUS:84876215443
SN - 9781467350518
T3 - Conference Record - Asilomar Conference on Signals, Systems and Computers
SP - 515
EP - 519
BT - Conference Record of the 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012
T2 - 46th Asilomar Conference on Signals, Systems and Computers, ASILOMAR 2012
Y2 - 4 November 2012 through 7 November 2012
ER -