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Books > Business & Economics > Business & management > Management & management techniques > Operational research
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Dark Web - Exploring and Data Mining the Dark Side of the Web (Hardcover, 2012)
Loot Price: R4,015
Discovery Miles 40 150
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Dark Web - Exploring and Data Mining the Dark Side of the Web (Hardcover, 2012)
Series: Integrated Series in Information Systems, 30
Expected to ship within 10 - 15 working days
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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.
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