Knowledge grid toward cyber-physical society - Zhuge, Hai (World Scientific, 2012)
Previous edition published in 2004
Includes bibliographical references and index
The Knowledge Grid is an intelligent and sustainable interaction environment that consists of autonomous individuals, self-organized semantic communities, adaptive networking mechanisms, evolving semantic link networks keeping meaningful connection between individuals, flows for dynamic resource sharing, and mechanisms supporting effective resource management and providing appropriate knowledge services for learning, innovation, teamwork, problem solving, and decision making. This book presents its methodology, theory, models and applications systematically for the first time. Its second editio
1. The knowledge grid methodology. 1.1. The knowledge space -- Knowledge as a space. 1.2. The cyber space. 1.3. Effort toward the intelligent interconnection environment. 1.4. Challenge and opportunity. 1.5. The knowledge grid environment. 1.6. Epistemology and knowledge. 1.7. Ontology. 1.8. System methodology. 1.9. Dynamic knowledge management. 1.10. The knowledge grid as a research area --
- 2. The semantic link network. 2.1. The idea of mapping. 2.2. Basic concepts and characteristics. 2.3. Relational reasoning and the semantic space. 2.4. An algebraic model of the SLN. 2.5. SLN normalization. 2.6. Constraints and displaying. 2.7. SLN ranking. 2.8. Implementation of SLN operations. 2.9. SLN analogical reasoning. 2.10. Dynamic SLN. 2.11. SLN abstraction. 2.12. Application: SLN-based image retrieval. 2.13. Application: Active Document Framework (ADF). 2.14. Application: e-learning. 2.15. Potential applications, relevant work and Q & A. 2.16. SLN 2.0: Autonomous semantic data model. 2.17. Probabilistic semantic link network. 2.18. Discovering semantic link network. 2.19. SLN 3.0: Cyber-physical-socio-mental network. 2.20. Principles of mental concepts. 2.21. Discussion: philosophy, language and semantics --