NDLI: An effective immunization strategy in social networks

Content Provider	IEEE Xplore Digital Library
Author	Sotoodeh, H. Golanbary, P. Safaei, F.
Copyright Year	2015
Description	Author affiliation: Sch. of Comput. Sci., Inst. for Res. in Fundamental Sci., Tehran, Iran (Sotoodeh, H.) \|\| Dept. of Electr. & Comput. Eng., Islamic Azad Univ., Qazvin, Iran (Golanbary, P.) \|\| Fac. of Comput. Sci. Eng., Shahid Beheshti Univ., Tehran, Iran (Safaei, F.)
Abstract	Diffusion processes are an efficient tool to unfold the structural characteristics of social networks. One of the challenges, which engaged researcher have faced, is immunizing the networks against virus dissemination. In this paper, we propose an efficient immunization algorithm against the epidemic diffusion model. Since the largest eigenvalue of the matrix of graphs is associated with the connectivity, the aim of the efficiency is decreasing this indicator significantly after immunization process in which virus spreading would also be ceased dramatically. Noteworthy outcomes we would like to highlight are: a) the proposed algorithm corresponds to the whole network structure rather than local information of nodes, and b) our algorithm performs better in networks with high clustering coefficient and transitivity.
Starting Page	1
Ending Page	8
File Size	472660
Page Count	8
File Format	PDF
e-ISBN	9781467391818
DOI	10.1109/CSICSSE.2015.7369241
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-08-18
Publisher Place	Iran
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Epidemic Protocols Immunization Social network services Sociology Social networks Eigenvalues and eigenfunctions Mathematical model Information diffusion Statistics Immune system
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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