Lessons learned and future directions of metatutor: Leveraging multichannel data to scaffold self-regulated learning with an intelligent tutoring system

R Azevedo, F Bouchet, M Duffy, J Harley… - Frontiers in …, 2022 - frontiersin.org
Self-regulated learning (SRL) is critical for learning across tasks, domains, and contexts.
Despite its importance, research shows that not all learners are equally skilled at accurately …

A complex systems approach to analyzing pedagogical agents' scaffolding of self-regulated learning within an intelligent tutoring system

DA Dever, NA Sonnenfeld, MD Wiedbusch… - Metacognition and …, 2023 - Springer
Abstract Self-regulated learning (SRL), learners' monitoring and control of cognitive,
affective, metacognitive, and motivational processes, is essential for learning. However …

Capturing sequences of learners' self-regulatory interactions with instructional material during game-based learning using auto-recurrence quantification analysis

DA Dever, MJ Amon, H Vrzakova… - Frontiers in …, 2022 - frontiersin.org
Undergraduate students (N= 82) learned about microbiology with Crystal Island, a game-
based learning environment (GBLE), which required participants to interact with instructional …

System design for using multimodal trace data in modeling self-regulated learning

EB Cloude, R Azevedo, PH Winne, G Biswas… - Frontiers in …, 2022 - frontiersin.org
Self-regulated learning (SRL) integrates monitoring and controlling of cognitive, affective,
metacognitive, and motivational processes during learning in pursuit of goals. Researchers …

Intelligent Tutors for Adult Learning at Scale: A Narrative Review

U Nattamai Subramanian Rajkumar… - Proceedings of the …, 2024 - dl.acm.org
Intelligent tutors and tutoring systems (ITS) are increasingly common in educational
contexts. These tools have considerable potential for scaling highly effective 1: 1 learner …

Capturing and Scaffolding the Complexities of Self-Regulation During Game-Based Learning

D Dever - 2023 - stars.library.ucf.edu
Game-based learning environments (GBLEs) can offer students with engaging interactive
instructional materials while also providing a research platform to investigate the dynamics …

Leveraging Multimodal Learning Analytics to Understand How Humans Learn with Emerging Technologies

E Cloude - 2021 - stars.library.ucf.edu
Major education and training challenges are plaguing the United States in preparing the
next generation of the future workforce to meet the demands of the 21st Century. Several …