April 2016
Intermediate to advanced
604 pages
25h 38m
English
book
Analyzing and Securing Social Networks
by Bhavani Thuraisingham, Satyen Abrol, Raymond Heatherly, Murat Kantarcioglu, Vaibhav Khadilkar, Latifur Khan
Content preview from Analyzing and Securing Social Networks
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79
7
Semantic Web-Based Social
Network Representation
and Analysis
7.1 INTRODUCTION
Managing complex networks, whether they are social networks, transportation networks, crime
networks, terrorist networks, or communication networks, has become a major challenge. Such
networks may have millions of nodes (or even a few billion) with an even larger number of edges.
The nodes and edges are dynamic, and may have multiple versions. Essentially, these networks
transform into large dynamic graph structures. There is an urgent need to manage these graph
structures and analyze them to determine suspicious behavior in various individuals. Furthermore,
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