The Intelligent Systems Series comprises titles that present state of the art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications.
Traditionally, Intelligence and Security Informatics (ISI) research and applications have focused on information sharing and data mining, social network analysis, infrastructure protection and emergency responses for security informatics. With the continuous advance of IT technologies and the increasing sophistication of national and international security, in recent years, new directions in ISI research and applications have emerged to address complicated problems with advanced technologies. This book provides a comprehensive and interdisciplinary account of the new advances in ISI area along three fundamental dimensions: methodological issues in security informatics; new technological developments to support security-related modeling, detection, analysis and prediction; and applications and integration in interdisciplinary socio-cultural fields.
- 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
Part 1. Introduction 1. New Directions in ISI Research and Application Part 2. Overview of Computational Frameworks for ISI 2. Methodological and Technical Foundations: Literature Review 3. Research Challenges and Computational Frameworks
Part 3. Security-Related Behavioral Modeling, Data Analysis and Parallel Management 4. Modeling Organizational Behavior in Artificial Society 5. Data Analysis and Knowledge Management in Computational Experiment 6. Emergency Detection, Response and Parallel Control
Part 4. Socio-Cultural Computing and ISI: A Synthesis 7. Social Computing in ISI: An Interdisciplinary Account 8. An Empirical Study of Cost-Sensitive Learning in Cultural Modeling 9. On Cyber-Enabled Social Movement Organizations: Case Studies
Part 5. Prospects and Future Directions 10. Towards the Next Generation ISI: ISI 2.0