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Mining Social Networks and Security Informatics
Buch von Tansel Özyer (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Zusammenfassung

Provides current research and applications of social networks in security informatics

Discusses current cybersecurity techniques

Demonstrates computational analysis methods for security professionals and researchers

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2013
Fachbereich: Allgemeines
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: vi
283 S.
92 s/w Illustr.
283 p. 92 illus.
ISBN-13: 9789400763586
ISBN-10: 9400763581
Sprache: Englisch
Herstellernummer: 86206569
Einband: Gebunden
Redaktion: Özyer, Tansel
Khoury, Suheil
Rokne, Jon
Erdem, Zeki
Herausgeber: Tansel Özyer/Zeki Erdem/Jon Rokne et al
Hersteller: Springer Netherland
Springer Netherlands
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 21 mm
Von/Mit: Tansel Özyer (u. a.)
Erscheinungsdatum: 12.06.2013
Gewicht: 0,606 kg
Artikel-ID: 106081042
Zusammenfassung

Provides current research and applications of social networks in security informatics

Discusses current cybersecurity techniques

Demonstrates computational analysis methods for security professionals and researchers

Includes supplementary material: [...]

Inhaltsverzeichnis

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.

Details
Erscheinungsjahr: 2013
Fachbereich: Allgemeines
Genre: Importe, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: vi
283 S.
92 s/w Illustr.
283 p. 92 illus.
ISBN-13: 9789400763586
ISBN-10: 9400763581
Sprache: Englisch
Herstellernummer: 86206569
Einband: Gebunden
Redaktion: Özyer, Tansel
Khoury, Suheil
Rokne, Jon
Erdem, Zeki
Herausgeber: Tansel Özyer/Zeki Erdem/Jon Rokne et al
Hersteller: Springer Netherland
Springer Netherlands
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 21 mm
Von/Mit: Tansel Özyer (u. a.)
Erscheinungsdatum: 12.06.2013
Gewicht: 0,606 kg
Artikel-ID: 106081042
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