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Clustering Sequential Navigation Patterns in Multiple-Source Reading Tasks with Dynamic Time Warping Method

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He, Qiwei; Borgonovi, Francesca; Suárez-Álvarez, Javier – Journal of Computer Assisted Learning, 2023

Background: Data-driven investigations of how students transit pages in digital reading tasks and how much time they spend on each transition allow mapping sequences of navigation behaviours into students' navigation reading strategies. Objectives: The purpose of this study is threefold: (1) to identify students' navigation patterns in…

Descriptors: Data Analysis, Reading Processes, Task Analysis, Time on Task