Lessons learned and future directions of metatutor: Leveraging multichannel data to scaffold self-regulated learning with an intelligent tutoring system
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 …
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
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 …
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
Metacognitive awareness is knowing about learners' own thinking and learning, facilitated
by introspection and self-evaluation. Although metacognitive functions are personal, they …
by introspection and self-evaluation. Although metacognitive functions are personal, they …
Affective dynamics and cognition during game-based learning
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 …
thinking like scientific reasoning with game-based learning environments. Many efforts have …
Student modeling and analysis in adaptive instructional systems
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 …
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
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 …
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 …
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 …
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
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 …
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
Self-regulated learning is an important predictor of students' academic achievement,
employability, and career progression. Cognitive, affective, metacognitive, and motivational …
employability, and career progression. Cognitive, affective, metacognitive, and motivational …