Knowledge Discovery in Cyberspace

Statistical Analysis & Predictive Modeling

Kristijan Kuk, Dragan Randjelovic (Herausgeber)

Buch | Softcover

140 Seiten

2017
Nova Science Publishers Inc (Verlag)
978-1-5361-0566-7 (ISBN)

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This book is a practical handbook of research on dealing with mathematical methods in crime prevention for special agents, and discusses their capabilities and benefits that stem from integrating statistical analysis and predictive modeling. It consists of a current collection of research with contributions by authors from different nations in different disciplines. After reading this book, the reader should be able to understand the fundamental nature of cyberspace; understand the role of cyber-attacks; learn analytical techniques and the challenges of predicting events; learn how languages and culture are influenced by cyberspace; and learn techniques of the cyberspace public opinion detection and tracking process. Understanding cyberspace is the key to defending against digital attacks. This book takes a global perspective, examining the skills needed to collect and analyze event information and perform threat or target analysis duties in an effort to identify sources for signs of compromise, unauthorized activity and poor security practices. The ability to understand and react to events in cyberspace in a timely and appropriate manner will be key to future success. Most of the collections are research-based practices that have been done throughout the years. The authors hope that the presented work will be of great use to police investigators and cyber special agents interested in predictive analytics.

ristijan V Kuk was born in Belgrade, Serbia, in 1977. He received the B.S.E.E in 2007 from Technical Faculty in Zrenjanin, University of Novi Sad, Serbia. He finished PhD degree in informatics and computing science in 2013 at the Faculty of Electronic Engineering, University of Nis. In addition, he is the author of more than 40 scientific - technical papers presented at the reference international and national conferences. Eight papers are published in scientific journals from SCI/E lists, three paper is published as a chapter for Springer book. In 2014 he was elected to the position of assistant professor in Software Engineering / Computer forensics tool Development at the Academy of Criminalistic and Police Studies in Belgrade. He is a member of the CyberCrime Research Centre of the Police Academy. His research interests are artificial intelligence-based cyber security platforms, intelligent agents, data/text mining techniques in social networks, cybercrime prevention architectures and behavioral design patterns.

Preface; Computer-Based Data Analysis Techniques: The Potential Application to Crime Investigation in Cyber Space; Spatial Data Visualization as a Tool for Analytical Support of Police Work; Cybercrime Influence on Personal, National & International Security While Using the Internet; Some Aspects of the Application of Benford's Law in the Analysis of the Data Set Anomalies; Behaviour & Attitudes vs. Privacy Concerns of Social Online Networks; Information Retrieval & Development of Conceptual Schemas in e-documents for Serbian Criminal Code; Development of the Android-Based Secure Communication Device; Index.

Erscheinungsdatum	05.01.2017
Verlagsort	New York
Sprache	englisch
Maße	155 x 230 mm
Gewicht	420 g
Themenwelt	Informatik ► Netzwerke ► Sicherheit / Firewall
ISBN-10	1-5361-0566-X / 153610566X
ISBN-13	978-1-5361-0566-7 / 9781536105667
Zustand	Neuware