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 …

[PDF][PDF] Digital Assistants for self-regulated learning: Towards a state-of-the-art overview

S Scheu, I Benke - 2022 - core.ac.uk
We observe a continuous shift from face-to-face to hybrid or online education. Today,
learners are exposed to a high level of autonomy and, at the same time, have less contact …

How multiple levels of metacognitive awareness operate in collaborative problem solving

A Çini, S Järvelä, M Dindar, J Malmberg - Metacognition and Learning, 2023 - Springer
Metacognitive awareness is knowing about learners' own thinking and learning, facilitated
by introspection and self-evaluation. Although metacognitive functions are personal, they …

Affective dynamics and cognition during game-based learning

EB Cloude, DA Dever, DL Hahs-Vaughn… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Inability to regulate affective states can impact one's capacity to engage in higher-order
thinking like scientific reasoning with game-based learning environments. Many efforts have …

Student modeling and analysis in adaptive instructional systems

J Liang, R Hare, T Chang, F Xu, Y Tang… - IEEE …, 2022 - ieeexplore.ieee.org
There is a growing interest in developing and implementing adaptive instructional systems
to improve, automate, and personalize student education. A necessary part of any such …

Emotions and the comprehension of single versus multiple texts during game-based learning

DA Dever, MD Wiedbusch, EB Cloude… - Discourse …, 2022 - Taylor & Francis
This study examined 57 learners' emotions (ie, joy, anger, confusion, frustration) as they
engaged with scientific content while learning about microbiology with Crystal Island, a …

The DynaMap Remediation Approach (DMRA) in online learning environments

A Marzano, S Miranda - Computers & Education, 2021 - Elsevier
The aim of this paper is to present an empirical study with the intention of answering the
question: can an intentionally structured online environment stimulate and enhance the …

[HTML][HTML] A sequence of learning processes in an intelligent tutoring system from topic-related appraisals to learning gains

J Chevalère, HS Yun, A Henke, N Pinkwart… - Learning and …, 2023 - Elsevier
Although intelligent tutoring systems (ITSs) are increasingly used, it is unclear which
psychological processes precede students' learning gains. Using a pre-and posttest design …

Negative emotional dynamics shape cognition and performance with MetaTutor: toward building affect-aware systems

EB Cloude, F Wortha, DA Dever… - 2021 9th International …, 2021 - ieeexplore.ieee.org
Significant efforts are currently being made to design affect-aware systems to classify,
monitor, and scaffold emotional experiences across a range of settings. However, most …

Using learning analytics to measure motivational and affective processes during self-regulated learning with advanced learning technologies

F Gabriel, EB Cloude, R Azevedo - Social and Emotional Learning and …, 2022 - Springer
Self-regulated learning is an important predictor of students' academic achievement,
employability, and career progression. Cognitive, affective, metacognitive, and motivational …