Welcome

This site is built for a course titled EDUC 5910: Applied Network Analysis in Learning, taught by Prof. Bodong Chen at the University of Pennsylvania.

Content on this site will be actively built and refined throughout the semester.

Check out the content pages below to see more.

0. Getting Started

• Getting Started
• Use Jupyter Notebooks

1. Networks in Learning Analytics

• Networks in Learning Analytics

2. Learning in Networks

• Learning in networks

3. Network Science

• Network Science
• Getting Started with Network Data

4. SNA Theory and Concepts

• Social Network Analysis: Theory and Concepts

5. Collect and Manage Network Data

• Collect and Manage Network Data
• Understanding Network Data Structures
• Data Hands-on

6. Sociograms and Density

• Sociograms, Density, and Network Connectivity

7. Centrality and Centralization

• Positions and Influence

8. Components, Cliques, Communities

• Components, Cliques, Communities

9. Ego Networks

• Ego Networks

10. Cognitive and Semantic Networks

• Cognitive and Semantic Networks

11. Inferential Network Analysis

• Inferential Network Analysis

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