DocumentCode
3143565
Title
Dynamic Monopolies in Colored Tori
Author
Brunetti, Sara ; Lodi, Elena ; Quattrociocchi, Walter
Author_Institution
Univ. of Siena, Siena, Italy
fYear
2011
fDate
16-20 May 2011
Firstpage
626
Lastpage
631
Abstract
The information diffusion has been modeled as the spread of an information within a group through a process of social influence, where the diffusion is driven by the so called influential network. Such a process, which has been intensively studied under the name of viral marketing, has the goal to select an initial good set of individuals that will promote a new idea (or message) by spreading the "rumor" within the entire social network through the word-of-mouth. Several studies used the linear threshold model where the group is represented by a graph, nodes have two possible states (active, non-active), and the threshold triggering the adoption (activation) of a new idea to a node is given by the number of the active neighbors. The problem of detecting in a graph the presence of the minimal number of nodes that will be able to activate the entire network is called target set selection (TSS). In this paper we extend TSS by allowing nodes to have more than two colors. The multicolored version of the TSS can be described as follows: let G be a torus where every node is assigned a color from a finite set of colors. At each local time step, each node can recolor itself, depending on the local configurations, with the color held by the majority of its neighbors. We study the initial distributions of colors leading the system to a monochromatic configuration of color k, focusing on the minimum number of initial k-colored nodes. We conclude the paper by providing the time complexity to achieve the monochromatic configuration.
Keywords
computational complexity; graph colouring; marketing; social sciences; colored torus; graph representation; influential network; information diffusion; k-colored node; linear threshold model; monochromatic configuration; social network; target set selection; time complexity; torus dynamic monopoly; viral marketing; Color; Generators; Monopoly; Protocols; Social network services; Topology; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Workshops and Phd Forum (IPDPSW), 2011 IEEE International Symposium on
Conference_Location
Shanghai
ISSN
1530-2075
Print_ISBN
978-1-61284-425-1
Electronic_ISBN
1530-2075
Type
conf
DOI
10.1109/IPDPS.2011.194
Filename
6008885
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