Cognitive and Semantic Networks

Cognitive and Semantic Networks#

Stella, M. (2022). Network psychometrics and cognitive network science open new ways for understanding math anxiety as a complex system. Journal of Complex Networks, 10(3), cnac012. https://doi.org/10.1093/comnet/cnac012
Siew, C. S. Q., Wulff, D. U., Beckage, N. M., & Kenett, Y. N. (2019). Cognitive Network Science: A Review of Research on Cognition through the Lens of Network Representations, Processes, and Dynamics. Complexity, 2019, e2108423. https://doi.org/10.1155/2019/2108423
Oshima, J., Oshima, R., & Fujita, W. (2018). A Mixed-Methods Approach to Analyze Shared Epistemic Agency in Jigsaw Instruction at Multiple Scales of Temporality. Journal of Learning Analytics, 5(1), Article 1. https://doi.org/10.18608/jla.2018.51.2

This week, you are encouraged to explore various tools that can be used for text network analysis.

A no-code free tool to turn your texts into semantic graphs
InfraNodus is a network thinking tool that reveals the relations and patterns in data

Of course, you can use Python packages to develop even more advanced workflows.

Please share what you learn back to the class.