In this paper, we propose an extension to Taylor model of opinion dynamics in social networks. Motivated by bounded confidence models, we propose an extended Taylor model in which the influence graph is built based on the confidence levels of individuals. Furthermore, we establish a link between structural controllability of this model and containment of individuals' opinions by the sources. In addition, an algorithm is proposed to find the minimum values of the confidence levels ensuring that structural controllability and containment can be achieved. An illustrative example is provided to verify the proposed scheme.
History
Source title
Australian and New Zealand Control Conference (ANZCC 2018): Proceedings
Name of conference
ANZCC2018: Australian & New Zealand Control Conference (ANZCC)
Location
Melbourne, Vic.
Start date
2018-12-07
End date
2018-12-08
Pagination
210-215
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Place published
Piscataway, NJ
Language
en, English
College/Research Centre
Faculty of Engineering and Built Environment
School
School of Electrical Engineering and Computer Science