Dark Web

Exploring and Data Mining the Dark Side of the Web

AvHsinchun Chen

Häftad, Engelska, 2014

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2014-03-03
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Serie:Integrated Series in Information Systems
Antal sidor:454
Förlag:Springer-Verlag New York Inc.
ISBN:9781489992864

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Affärsförhandlingar inom Ekonomi och Ledarskap

Recensioner i media

From the reviews: "Chen's 450-page monograph is a very detailed (yet understandable), up-to-date account of research into one very specific area of Web research. ... the book can be interesting reading for academicians, researchers, and students at universities ... . It is also recommended for researchers in security-related disciplines. ... the book should also interest security specialists in the industry, especially those dealing with IT-related issues ... . Overall, the book presents a wealth of research results on an important subject, in a consistent way." (P. Navrat, ACM Computing Reviews, October, 2012)

Innehållsförteckning

Chapter 1. Dark Web Research Overview.- Chapter 2. Intelligence and Security Informatics (ISI): Research Framework.- Chapter 3. Terrorism Informatics.- Chapter 4. Forum Spidering.- Chapter 5. Link and Content Analysis.- Chapter 6. Dark Network Analysis.- Chapter 7. Interactional Coherence Analysis.- Chapter 8. Dark Web Attribute System.- Chapter 9. Authorship Analysis.- Chapter 10. Sentiment Analysis.- Chapter 11. Affect Analysis.- Chapter 12. Cybergate Visualization.- Chapter 13. Dark Web Forum Portal.- Chapter 14. Jihadi Video Analysis.- Chapter 15. Extremist Youtube Videos.- Chapter 16. Improvised Explosive Devices (IED) on Dark Web.- Chapter 17. Weapons of Mass Destruction (WMD) on Dark Web.- Chapter 18. Bioterrorism Knowledge Mapping.- Chapter 19. Women's Forums on the Dark Web.- Chapter 20. U.S. Domestic Extremist Groups.- Chapter 21. International Falun Gong Movement on the Web.- Chapter 22. Botnets and Cyber Criminals.