
New Advances in Intelligence and Security Informatics
Description
Key Features
- Identifies emerging directions in ISI research and applications that address the research challenges with advanced technologies
- Provides an integrated account of the new advances in ISI field in three core aspects: methodology, technological developments and applications
- Benefits researchers as well as security professionals who are involved in cutting-edge research and applications in security informatics and related fields
Readership
Computer Engineers; Intelligent Systems specialists. Security professionals
Table of Contents
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
Product details
- No. of pages: 116
- Language: English
- Copyright: © Academic Press 2012
- Published: April 13, 2012
- Imprint: Academic Press
- eBook ISBN: 9780123973245
About the Authors
Wenji Mao
Affiliations and Expertise
FeiYue Wang
Affiliations and Expertise
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