Welcome

1. Getting Started

2. Networks in Learning Analytics

Networks in Learning Analytics

3. Learning in Networks

Learning in networks

4. Network Science

5. SNA Theory and Concepts

Social Network Analysis: Theory and Concepts

6. Collect and Manage Network Data

7. Sociograms and Density

Sociograms, Density, and Network Connectivity

8. Centrality and Centralization

Positions and Influence

9. Components, Cliques, Communities

Components, Cliques, Communities

10. Ego Networks

Ego Networks

11. Cognitive and Semantic Networks

Cognitive and Semantic Networks

12. Network Dynamics and Temporality

Network Dynamics and Temporality

13. Multidimensional Networks

Multidimensional Networks

14. Ethics and Values in Network Analysis of Learning

ETHICS IN NETWORK ANALYSIS OF LEARNING

Biblography

Bibliography

ETHICS IN NETWORK ANALYSIS OF LEARNING

Contents

ETHICS IN NETWORK ANALYSIS OF LEARNING#

Readings#

Carolan, B. V. (2014). Social network analysis and education: Theory, methods & applications (Ch. 12). SAGE Publications.
Chen, B., & Zhu, H. (2019). Towards Value-Sensitive Learning Analytics Design. Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 343–352. https://doi.org/10.1145/3303772.3303798