Effects of zealots in protecting social systems against cascading failures

Zealots within social network are fanatical individuals whose opinions remain unwavering regardless of social pressure from others or when they are presented with information that conflicts with their personal views and opinions. In this project, we wished to determine how the presence of zealots ma...

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Main Author: Au, Chun Hin
Other Authors: XIAO Gaoxi
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/149347
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1493472023-07-07T18:12:10Z Effects of zealots in protecting social systems against cascading failures Au, Chun Hin XIAO Gaoxi School of Electrical and Electronic Engineering EGXXiao@ntu.edu.sg Engineering::Electrical and electronic engineering::Computer hardware, software and systems Zealots within social network are fanatical individuals whose opinions remain unwavering regardless of social pressure from others or when they are presented with information that conflicts with their personal views and opinions. In this project, we wished to determine how the presence of zealots may help in protecting social systems from cascading failures. This is done through the creation of an uncorrelated random scale-free network with zealots to simulate a real-life social network. The network would then undergo cascading failures through the KQ cascade model. The results obtained was analysed to observe the impacts of zealots in the survivability of the network after cascading failures. The project was implemented using Python programming language and NetworkX Python Package. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-05-30T11:16:12Z 2021-05-30T11:16:12Z 2021 Final Year Project (FYP) Au, C. H. (2021). Effects of zealots in protecting social systems against cascading failures. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/149347 https://hdl.handle.net/10356/149347 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Au, Chun Hin
Effects of zealots in protecting social systems against cascading failures
description Zealots within social network are fanatical individuals whose opinions remain unwavering regardless of social pressure from others or when they are presented with information that conflicts with their personal views and opinions. In this project, we wished to determine how the presence of zealots may help in protecting social systems from cascading failures. This is done through the creation of an uncorrelated random scale-free network with zealots to simulate a real-life social network. The network would then undergo cascading failures through the KQ cascade model. The results obtained was analysed to observe the impacts of zealots in the survivability of the network after cascading failures. The project was implemented using Python programming language and NetworkX Python Package.
author2 XIAO Gaoxi
author_facet XIAO Gaoxi
Au, Chun Hin
format Final Year Project
author Au, Chun Hin
author_sort Au, Chun Hin
title Effects of zealots in protecting social systems against cascading failures
title_short Effects of zealots in protecting social systems against cascading failures
title_full Effects of zealots in protecting social systems against cascading failures
title_fullStr Effects of zealots in protecting social systems against cascading failures
title_full_unstemmed Effects of zealots in protecting social systems against cascading failures
title_sort effects of zealots in protecting social systems against cascading failures
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/149347
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