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- 10. Issue
- Learning Analytics: Challenges and Future Research Directions
- Table of Contents
- 1. Introduction
- 2. Learning Analytics
- 3. A Reference Model for Learning Analytics
- 4. Challenges and Future Research Directions
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- 4.1. Big Learning Analytics
- 4.2. Learning Analytics in Open Learning Environments (e.g. MOOCs)
- 4.3. Mobile Learning Analytics
- 4.4. Context Modeling
- 4.5. Privacy-Aware Learning Analytics
- 4.6. Personalized Learning Analytics (Goal-oriented Learning Analytics)
- 4.7. Lifelong Learner Modeling
- 4.8. Learning Analytics for Open Assessment
- 4.9. Embedded Learning Analytics
- 4.10. Learning Analytics Design Patterns
- 4.11. Learning Analytics Evaluation
- 5. Conclusion
- References