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Download full textNye, Benjamin D.; Core, Mark G.; Jaiswa, Shikhar; Ghosal, Aviroop; Auerbach, Daniel – International Educational Data Mining Society, 2021
Engaged and disengaged behaviors have been studied across a variety of educational contexts. However, tools to analyze engagement typically require custom-coding and calibration for a system. This limits engagement detection to systems where experts are available to study patterns and build detectors. This work studies a new approach to classify…
Descriptors: Learner Engagement, Profiles, Artificial Intelligence, Student Behavior
Direct linkHyun-Bin Hwang; Matthew D. Coss; Shawn Loewen; Kaitlyn M. Tagarelli – Studies in Second Language Acquisition, 2024
Research on mobile-assisted language learning (MALL) has revealed that high rates of attrition among users can undermine the potential benefits of this learning method. To explore this issue, we surveyed 3,670 adult MALL users based on the Unified Theory of Acceptance and Use of Technology (UTAUT) and also conducted an in-depth analysis of their…
Descriptors: Learner Engagement, Handheld Devices, Nontraditional Students, Adults
Malessa, Eva – Research-publishing.net, 2018
This study investigated what log files can reveal about learner behaviour of low- and non-literate adults learning to read for the first time in Finnish as a second language. The participants' reading development was supported by practising in an online training environment. Log files, automatically created user-computer interaction records, were…
Descriptors: Illiteracy, Literacy Education, Finno Ugric Languages, Second Language Learning
