Social Network DeGroot Model
Social Network DeGroot Model: Supporting Consensus Reaching in Opinion Dynamics
English | 2024 | ISBN: 9819704200 | 178 Pages | PDF EPUB (True) | 28 MB
English | 2024 | ISBN: 9819704200 | 178 Pages | PDF EPUB (True) | 28 MB
This book investigates the DeGroot model in social network contexts, and proposes the social network DeGroot (SNDG) model. Specifically, this book focuses on two core research problems in the SNDG model: (i) Social network structures to reach a stable state (consensus, polarization, or fragmentation); and (ii) the convergence rate to reach a stable state. Furthermore, the authors generalize the SNDG model in an uncertain context, showing the effects of interval opinions on the SNDG model. In this book, the authors also discuss the applications of the SNDG model to support group decision making, including consensus reaching through adding minimum interactions, trust relationships manipulations, and risk control issues in the social network. Apart from theoretical analysis, detailed experimental simulations with real and random data will be applied to validate our research.