DocumentCode
1643410
Title
Information diffusion model for spread of misinformation in online social networks
Author
Kumar, K. Kranthi ; Geethakumari, G.
Author_Institution
Dept. of Comput. Sci. & Inf. Syst, BITS-Pilani, Hyderabad, India
fYear
2013
Firstpage
1172
Lastpage
1177
Abstract
With the advent of Web 2.0, social networks have become an important medium for dissemination of information in the Internet. The process of information dissemination in social networks has been studied using a number of information diffusion models. Due to the collaborative nature of the networks and limited accountability of the users, the media is often misused for spread of rumours and misinformation. In this paper, we have a proposed a novel information diffusion model for the spread of misinformation using Evolutionary game theory and Evolutionary graph theory. The proposed model could be used to analyse as well as predict the spread of misinformation. It also provides a framework to study the effects of multiple campaigns in the network which would enable us to estimate the efficacy of launching counter campaigns against the spread of misinformation. We have used extensive simulation to support our claim.
Keywords
evolutionary computation; game theory; graph theory; information management; social networking (online); Internet; Web 2.0; evolutionary game theory; evolutionary graph theory; information diffusion model; information dissemination process; misinformation spread; online social networks; user accountability; Adaptation models; Game theory; Games; Graph theory; Social network services; Sociology; Statistics; Evolutionary game theory; Evolutionary graph theory; Misinformation; Semantic attack; Social networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location
Mysore
Print_ISBN
978-1-4799-2432-5
Type
conf
DOI
10.1109/ICACCI.2013.6637343
Filename
6637343
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