Transition Network Analysis: A Novel Framework for Modeling, Visualizing, and Identifying the Temporal Patterns of Learners and Learning Processes

M Saqr, S López-Pernas, T Törmänen, R Kaliisa… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper proposes a novel analytical framework: Transition Network Analysis (TNA), an
approach that integrates Stochastic Process Mining and probabilistic graph representation …

Making Sense of the Model: Interpreting Epistemic Networks and their Projection Space

S Zörgő, D Árva, B Eagan - International Conference on Quantitative …, 2024 - Springer
Unified methods enable iteration and dialogue between qualitative data and their quantified
form; Epistemic Network Analysis (ENA) is a common tool for modeling such data. Little …

Exploring Variance: Seeking Nuanced Stories Within ENA

J Scianna, M Knowles - International Conference on Quantitative …, 2024 - Springer
Abstract Epistemic Network Analysis as a modeling tool is beneficial for understanding the
differences between groups within data. However, there are times where groups may not be …

[图书][B] Advances in Quantitative Ethnography: 5th International Conference, ICQE 2023, Melbourne, VIC, Australia, October 8–12, 2023, Proceedings

GA Irgens, S Knight - 2023 - books.google.com
This volume represents the proceedings of the Fifth International Conference on Quantitative
Ethnography (ICQE 2023), and the first event in Australasia, following the inaugural North …