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International Journal of Mathematics Trends and Technology

Research Article | Open Access | Download PDF

Volume 52 | Number 8 | Year 2017 | Article Id. IJMTT-V52P580 | DOI : https://doi.org/10.14445/22315373/IJMTT-V52P580

Personal Influence on the Spreading of Information: A Network Based Study


K. Reji Kumar, Shibu Manuel
Abstract

Understanding the ability of nodes in spreading information in complex networks is an important area of research in the study of social network. Usually, a node with higher number of connections and greater interaction weights becomes more important in a network. But, the spreading ability of a node not only depends on degree of the node and weights of its interactions but also on the interest of the person who handle the information. In this paper we proposeanewmethodtodeterminethenodesimportance giving emphasis the mood or interest of the spreaders.

Keywords
Complex networks, Influential nodes, m-Ranking, Personal variations in spreading.
References

1. An Zeng, Cheng-Jun Zhang :Ranking Spreaders by Decomposing Complex Networks, Physics letters A 377(2013) 1031-1035.
2. Freemann and Linton C A : A Set of measures of centrality based on betweenness, Sociametry 40, (1977),35-41.
3. Joonhyun Bae, Sangwook Kim: Identifying and ranking influential spreaders in complex networks by neighborhood coreness, Physica A 395(2014), 549-559.
4. M Kitsak, L K Gallos and S Havlin: Identification of influential spreaders in complex networks., Natural Physics 6 (2010), 888-893.
5. Shibu Manuel, K Reji Kumar: An Improved k-shell Decomposition for Complex Networks Based on Potential Edge Weights, Int. J of Applied Mathematical Sciences, (2016), 163-168.
6. Shibu Manuel, K Reji Kumar: Spreading information in complex networks: A modified method, Proceedings of the International Conference on Emerging Technological Trends, (2016), IEEE Digital Explore Library.
7. Shibu Manuel, K Reji Kumar, Deepu Benson: The m-Ranking of Nodes in Complex Networks, Proceedings of 9th International COMSNETS2017, (2017).
8. L. A Zadeh: Fuzzy sets, Information and control, (1965), 338-353.

Citation :

K. Reji Kumar, Shibu Manuel, "Personal Influence on the Spreading of Information: A Network Based Study," International Journal of Mathematics Trends and Technology (IJMTT), vol. 52, no. 8, pp. 570-573, 2017. Crossref, https://doi.org/10.14445/22315373/IJMTT-V52P580

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