Dark web : exploring and data mining the dark side of the web

Online-Ressource

v.: digital

Integrated Series in Information Systems ; 30

Description based upon print version of record

Dark Web; Preface; About the Author; Contents; Part I: Research Framework: Overview and Introduction; Chapter 1: Dark Web Research Overview; 1 Introduction; 1.1 Web Sites; 1.2 Forums; 1.3 Blogs, Social Networking Sites, and Virtual Worlds; 1.4 Videos and Multimedia Content; 2 Computational Techniques (Data Mining, Text Mining, and Web Mining); 2.1 Dark Web Collection; 2.1.1 Web Site Spidering; 2.1.2 Forum Spidering; 2.1.3 Multimedia (Image, Audio, and Video) Spidering; 2.2 Dark Web Analysis and Visualization; 2.2.1 Social Network Analysis (SNA); 2.2.2 Content Analysis

2.2.3 Web Metrics Analysis2.2.4 Sentiment and Affect Analysis; 2.2.5 Authorship Analysis and Writeprint; 2.2.6 Video Analysis; 2.2.7 IEDs in Dark Web Analysis; 2.2.8 Dark Web Forum Portal; 3 Dark Web Project Structure and Resources; 3.1 Team Members (Selected); 3.2 Press Coverage and Interest; 3.3 The IEEE Intelligence and Security Informatics Conference; 3.4 Dark Web Publications; 2010; 2009; 2008; 2007; 2006; 2005; 2010; 2009; 2008; 2007; 2006; 2005; 2004; 2003; 3.5 Dark Web Project Funding and Acknowledgments; 4 Partnership Acknowledgments; Reference

Chapter 2: Intelligence and Security Informatics (ISI): Research Framework1 Information Technology and National Security; 1.1 Problems and Challenges; 1.2 Intelligence and Security Informatics Versus Biomedical Informatics: Emergence of a Discipline; 1.3 Research Opportunities; 2 ISI Research Framework; 2.1 Caveats for Data Mining; 2.2 Domestic Security, Civil Liberties, and Knowledge Discovery; 2.3 Research Opportunities; References; Chapter 3: Terrorism Informatics; 1 Introduction; 2 Terrorism and the Internet; 3 Terrorism Research Centers and Resources

3.1 Think Tanks and Intelligence Resources3.2 Terrorism Databases and Online Resources; 3.3 Higher Education Research Institutes; 4 Conclusions; References; Part II: Dark Web Research: Computational Approach and Techniques; Chapter 4: Forum Spidering; 1 Introduction; 2 Related Work: Focused and Hidden Web Crawlers; 2.1 Accessibility; 2.2 Collection Type; 2.3 Content Richness; 2.4 URL Ordering Features; 2.5 URL Ordering Techniques; 2.6 Collection Update Procedure; 2.7 Summary of Previous Research; 3 Research Gaps and Questions; 3.1 Focused Crawling of the Hidden Web; 3.2 Content Richness

3.3 Web Forum Collection Update Strategies3.4 Research Questions; 4 Research Design; 4.1 Proposed Dark Web Forum Crawling System; 4.2 Accessibility; 4.3 Incremental Crawling for Collection Updating; 5 System Design; 5.1 Forum Identification; 5.2 Forum Preprocessing; 5.2.1 Forum Accessibility; 5.2.2 Forum Structure; 5.2.3 Wrapper Generation; 5.3 Forum Spidering; 5.4 Forum Storage and Analysis; 5.4.1 Statistics Generation; 5.4.2 Duplicate Multimedia Removal; 5.5 Dark Web Forum Crawling System Interface; 6 Evaluation; 6.1 Forum Accessibility Experiment; 6.2 Forum Collection Update Experiment

6.3 Forum Collection Statistics

Electronic reproduction; Available via World Wide Web

10.1007/978-1-4614-1557-2 [DOI]

ECONIS - Online Catalogue of the ZBW