New Advances in Intelligence and Security Informatics

Intelligent Systems Series

Preface

Chapter 1. Intelligence and Security Informatics

1.1 Research Methodology and Frameworks for ISI

1.2 The ACP Approach

1.3 Outline of Chapters

REFERENCES

Chapter 2. Agent Modeling of Terrorist Organization Behavior

2.1 Modeling Organizational Behavior

2.2 Action Extraction from the Web

2.3 Extracting Causal Knowledge from the Web

2.4 Construction of Action Hierarchy

2.5 Designing Causal Scenarios

2.6 Case Study on Terrorist Organization

2.7 Conclusion

REFERENCES

Chapter 3. Security Story Generation for Computational Experiments

3.1 Story Generation Systems

3.2 System Workflow and Narrative Structure

3.3 Story Extraction Approach

3.4 Experiment

3.5 Conclusion

REFERENCES

Chapter 4. Forecasting Group Behavior via Probabilistic Plan Inference

4.1 Review of Plan-Based Inference

4.2 Probabilistic Plan Representation

4.3 Probabilistic Reasoning Approach

4.4 Case Study in Security Informatics

4.5 Conclusion

REFERENCES

Chapter 5. Forecasting Complex Group Behavior via Multiple Plan Recognition

5.1 Multiple Plan Recognition for Behavior Prediction

5.2 The MPR Problem Definition

5.3 The Proposed MPR Approach

5.4 Case Study in Security Informatics

5.5 Conclusion

REFERENCES

Chapter 6. Social Computing in ISI

6.1 Social Computing

6.2 A Social Computing-Based ISI Research Framework

6.3 Main Issues in the ACP-Based ISI Research Framework

6.4 Summary

REFERENCES

Chapter 7. Cyber-Enabled Social Movement Organizations

7.1 Studies on Social Movement Organizations: A Review

7.2 A New Research Framework for CeSMOs

7.3 Case Study: Wenchuan Earthquake

7.4 Discussions on CeSMO Research Issues

7.5 Conclusion

REFERENCES

Chapter 8. Cultural Modeling for Behavior Analysis and Prediction

8.1 Modeling Cultural Data in Security Informatics

8.2 Major Machine Learning Methods

8.3 Experiment and Analysis

8.4 Discussions on Cultural Modeling Research Issues

8.5 Conclusion

REFERENCES

Index