Knowledge Discovery for Counerterrorism and Law Enforcement |
D.B. Skillicorn, Knowledge Discovery for Counterterrorism and Law Enforcement, CRC Press, is available.
Table of Contents
1. Introduction What is `Knowledge Discovery'? What is an Adversarial Setting? Algorithmic Knowledge Discovery 2. Data Kinds of Data How is Data Collected? Can Data be Trusted? How Much Data? 3. High-Level Principles Properties of `Bad Guys' Properties of Technology Using Feedback and Gaming the System 4. Looking for Risk -- Prediction and Anomaly Detection Goals Outline of Prediction Technology Concealment Opportunities Technologies Tactics and Process Case Studies 5. Looking for Similarity -- Clustering Goals Outline of Clustering Technology Concealment Opportunities Technologies Tactics and Process Special Case -- Looking for Outliers Case Studies 6. Looking for the Structure Inside Groups -- Relationship Discovery Goals Outline of Relationship Discovery Technology Concealment Opportunities Technologies Tactics and Process Case Studies 7. Looking for How a Group is Thinking -- Textual Analysis Text as it Reveals Internal State Outline of Textual Analysis Technology 8. Discovering Content in Private Communication Goals Concealment Opportunities Technologies Tactics and Process Case Studies 9. Discovering Content in Private Communication Goals Concealment Opportunities Technologies Tactics and Process Case Studies 10. Discovering Mental and Emotional State Goals Concealment Opportunities Technologies Tactics and Process Case Studies 11. Summary