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Student similarity network clustering -- Does the time it takes for an answer to be selected follow a power-law?
December 23, 2023 Β· Entered Twilight Β· π arXiv.org
Repo contents: Article.pdf, Projeto Final - RedesComplexas CPS765.pdf, Projeto Final - RedesComplexas CPS765.pptx, ipynb_dataset(1), ipynb_dataset(2)
Authors
Filipe S. P. Prates
arXiv ID
2312.15277
Category
physics.soc-ph
Cross-listed
cs.SI
Citations
0
Venue
arXiv.org
Repository
https://github.com/FilipePrates/CPS765-Complex_Networks-Projeto_final-Similaridade_entre_alunos
Last Checked
3 months ago
Abstract
This article uses a dataset of answers to questions to generate student similarity networks. Two similarity functions to determine the weights between each pair of students are used, one that assumes a power-law distribution of answers response times, and one that does not. The resulting networks are then clustered using different community finding algorithms and their resulting modularity is compared.
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