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 …

Intelligent tutoring systems: a systematic review of characteristics, applications, and evaluation methods

E Mousavinasab, N Zarifsanaiey… - Interactive Learning …, 2021 - Taylor & Francis
With the rapid growth of technology, computer learning has become increasingly integrated
with artificial intelligence techniques in order to develop more personalized educational …

[HTML][HTML] A three-dimensional taxonomy of achievement emotions.

R Pekrun, HW Marsh, AJ Elliot… - Journal of Personality …, 2023 - psycnet.apa.org
We present a three-dimensional taxonomy of achievement emotions that considers valence,
arousal, and object focus as core features of these emotions. By distinguishing between …

[HTML][HTML] Cognitive and emotional engagement while learning with VR: The perspective of multimodal methodology

I Dubovi - Computers & Education, 2022 - Elsevier
This study uses a multimodal data analysis approach to provide a more continuous and
objective insight into how students' engagement unfolds and impacts learning …

Analyzing multimodal multichannel data about self-regulated learning with advanced learning technologies: Issues and challenges

R Azevedo, D Gašević - Computers in Human Behavior, 2019 - Elsevier
Analyzing multimodal multichannel data about self-regulated learning (SRL) obtained
during the use of advanced learning technologies such as intelligent tutoring systems …

Emotion regulation in achievement situations: An integrated model

JM Harley, R Pekrun, JL Taxer… - Educational Psychologist, 2019 - Taylor & Francis
Achievement emotions are critical because of their impact on success and failure in
important domains such as learning. These emotions may be modified via emotion …

Detecting emotions through electrodermal activity in learning contexts: A systematic review

A Horvers, N Tombeng, T Bosse, AW Lazonder… - Sensors, 2021 - mdpi.com
There is a strong increase in the use of devices that measure physiological arousal through
electrodermal activity (EDA). Although there is a long tradition of studying emotions during …

Affective computing in education: A systematic review and future research

E Yadegaridehkordi, NFBM Noor, MNB Ayub… - Computers & …, 2019 - Elsevier
It is becoming a trend to apply an emotional lens and to position emotions as central to
educational interactions. Recently, affective computing has been one of the most actively …

[HTML][HTML] How pedagogical agents communicate with students: A two-phase systematic review

P Sikström, C Valentini, A Sivunen, T Kärkkäinen - Computers & Education, 2022 - Elsevier
Technological advancements have improved the capabilities of pedagogical agents to
communicate with students. However, an increased use of pedagogical agents in learning …

Instruction based on adaptive learning technologies

V Aleven, EA McLaughlin, RA Glenn… - Handbook of research …, 2016 - taylorfrancis.com
A common intuition is that instruction is most effective if it takes into account (a) that learners
are different, and (b) that they change as they learn. But learners differ in a great many ways …