Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems, 30, Band 30) - Hardcover

Über die Autorin bzw. den Autor

Dr. Hsinchun Chen is McClelland Professor of Management Information Systems (MIS) at the Eller College of Management of the University of Arizona. He received the Ph.D. degree in Information Systems from New York University in 1989, MBA in Finance from SUNY-Buffalo in 1985, and BS in Management Science from the National Chiao-Tung University in Taiwan. Dr. Chen is a Fellow of IEEE and AAAS. He received the IEEE Computer Society Technical Achievement Award in 2006. He is author of 20 books and more than 150 SCI journal articles covering knowledge management, digital library, homeland security, Web computing, and biomedical informatics in leading information technology publications. He serves on ten editorial boards, including: Journal of the American Society for Information Science and Technology, ACM Transactions on Information Systems, ACM Journal on Educational Resources in Computing, IEEE Transactions on Systems, Man, and Cybernetics, International Journal of Digital Library, and Decision Support Systems. He has served as a Scientific Advisor/Counselor of National Library of Medicine (USA), Academia Sinica (Taiwan), and National Library of China (China). Dr. Mihail C. Roco is the Senior Advisor for Nanotechnology at the National Science Foundation (NSF) and a key architect of the National Nanotechnology Initiative. Dr. Roco is the founding Chair of the U.S. National Science and Technology Council's Subcommittee on Nanoscale Science, Engineering and Technology (NSET), and leads the Nanotechnology Group of the International Risk Governance Council. Prior to joining the National Science Foundation, he was Professor of mechanical and chemical engineering. Dr. Roco is credited with thirteen patents, and has contributed over two hundred articles and sixteen books. Dr. Roco is a corresponding member of the Swiss Academy of Engineering Sciences and member of the International Risk Governance Council. He is aFellow of ASME, Fellow of AIChE and Fellow of the Institute of Physics, and was elected as Engineer of the Year by the U.S. Society of Professional Engineers and NSF in 1999 and again in 2004. He was awarded the National Materials Advancement Award from the Federation of Materials Societies in 2007 "as the individual most responsible for support and investment in nanotechnology by government, industry, and academia worldwide".

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The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect "ALL" web content generated by international terrorist groups, including web sites, forums, chat rooms, blogs, social networking sites, videos, virtual world, etc. We have developed various multilingual data mining, text mining, and web mining techniques to perform link analysis, content analysis, web metrics (technical sophistication) analysis, sentiment analysis, authorship analysis, and video analysis in our research. The approaches and methods developed in this project contribute to advancing the field of Intelligence and Security Informatics (ISI). Such advances will help related stakeholders to perform terrorism research and facilitate international security and peace.

This monograph aims to provide an overview of the Dark Web landscape, suggest a systematic, computational approach to understanding the problems, and illustrate with selected techniques, methods, and case studies developed by the University of Arizona AI Lab Dark Web team members. This work aims to provide an interdisciplinary and understandable monograph about Dark Web research along three dimensions: methodological issues in Dark Web research; database and computational techniques to support information collection and data mining; and legal, social, privacy, and data confidentiality challenges and approaches. It will bring useful knowledge to scientists, security professionals, counterterrorism experts, and policy makers. The monograph can also serve as a reference material or textbook in graduate level courses related to information security, information policy, information assurance, information systems, terrorism, and public policy.