Mining Social Networks and Security Informatics

Tansel Özyer, Zeki Erdem, Jon Rokne, Suheil Khoury (Herausgeber)

Buch | Softcover

283 Seiten

2015 | Softcover reprint of the original 1st ed. 2013
Springer (Verlag)
978-94-017-8292-0 (ISBN)

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This edited volume presents research based on social network techniques showing how data from crime and terror networks can be analyzed and how information can be extracted. general aspects of social networks such as pattern and anomaly detection;

Crime, terrorism and security are in the forefront of current societal concerns. This edited volume presents research based on social network techniques showing how data from crime and terror networks can be analyzed and how information can be extracted. The topics covered include crime data mining and visualization; organized crime detection; crime network visualization; computational criminology; aspects of terror network analyses and threat prediction including cyberterrorism and the related area of dark web; privacy issues in social networks; security informatics; graph algorithms for social networks; general aspects of social networks such as pattern and anomaly detection; community discovery; link analysis and spatio-temporal network mining. These topics will be of interest to researchers and practitioners in the general area of security informatics. The volume will also serve as a general reference for readers that would want to become familiar with current research in the fastgrowing field of cybersecurity.

A Model for Dynamic Integration of Data Sources.- Overlapping community structure and modular overlaps in complex networks.- Constructing and Analyzing Uncertain Social Networks from Unstructured Textual Data.- Privacy Breach Analysis in Social Networks.- Partitioning Breaks Communities.- SAINT: Supervised Actor Identification for Network Tuning.- Holder and Topic based Analysis of Emotions on Blog Texts: a Case Study for Bengali.- Predicting Number of Zombies in a DDoS Attacks using Isotonic Regression.- Developing a Hybrid Framework for a Web-Page Recommender System.- Evaluation and Development of Data Mining Tools for Social Network Analysis.- Learning To Detect Vandalism in Social Content Systems: A Study On Wikipedia Vandalism Detection in Wikipedia.- Perspective on Measurement Metrics for Community Detection Algorithms.- A Study of Malware Propagation via Online Social Networking.- Estimating the Importance of Terrorists in a Terror Network.

Reihe/Serie	Lecture Notes in Social Networks
Zusatzinfo	92 Illustrations, black and white; VI, 283 p. 92 illus.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik
	Naturwissenschaften ► Physik / Astronomie
	Recht / Steuern ► Strafrecht ► Kriminologie
	Technik ► Bauwesen
	Wirtschaft ► Allgemeines / Lexika
Schlagworte	Dynamic Integration Data Sources • Fuzzy Community Structures • Malware Propagation Social Networks • Measuremen Metrics Community Detection Algorithms • Privacy and Social Networks • Saint • Similarity Measures Terrorist Networks • Terrorist Network Analysis
ISBN-10	94-017-8292-X / 940178292X
ISBN-13	978-94-017-8292-0 / 9789401782920
Zustand	Neuware