Multi-objective restructuring in social networks

Authors:
R. Chulaka Gunasekara;Kishan Mehrotra;Chilukuri K. Mohan
Affiliations:
Syracuse University, NY;Syracuse University, NY;Syracuse University, NY
Venue:
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Year:
2013

Citing 6
Cited 0

Identifying sets of key players in a social network

Computational & Mathematical Organization Theory
Social motives in network formation: an experiment

GameNets'09 Proceedings of the First ICST international conference on Game Theory for Networks
Networks: An Introduction

Networks: An Introduction
Predicting a Social Network Structure Once a Node Is Deleted

ASONAM '11 Proceedings of the 2011 International Conference on Advances in Social Networks Analysis and Mining
The role of social networks in information diffusion

Proceedings of the 21st international conference on World Wide Web
Dealing with Disappearance of an Actor Set in Social Networks

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)

Quantified Score

Hi-index	0.00

Visualization

Abstract

In most social networks that are observed over time, we find that some individuals leave and others join the network. It is often important to modify the connections in the resulting network to satisfy desired properties associated with the network as well as individual nodes. We formulate this as a multi-objective optimization problem that requires maximization of two measures: the network Information Flow Quality (IFQ) and the Personal Satisfaction Quality(PSQ). Algorithms are developed to accomplish these optimization tasks, and shown to result in satisfactory network reconfiguration.