Positive artificial intelligence in education (P-AIED): A roadmap

II Bittencourt, G Chalco, J Santos, S Fernandes… - International Journal of …, 2024 - Springer
The unprecedented global movement of school education to find technological and
intelligent solutions to keep the learning ecosystem working was not enough to recover the …

Detecting and addressing frustration in a serious game for military training

JA DeFalco, JP Rowe, L Paquette… - International Journal of …, 2018 - Springer
Tutoring systems that are sensitive to affect show considerable promise for enhancing
student learning experiences. Creating successful affective responses requires …

AI and the Future of Learning: Expert Panel Report.

J Roschelle, J Lester, J Fusco - Digital Promise, 2020 - ERIC
This report is based on the discussion that emerged from a convening of a panel of 22
experts in artificial intelligence (AI) and in learning. It introduces three layers that can frame …

Expert feature-engineering vs. deep neural networks: which is better for sensor-free affect detection?

Y Jiang, N Bosch, RS Baker, L Paquette… - Artificial Intelligence in …, 2018 - Springer
The past few years have seen a surge of interest in deep neural networks. The wide
application of deep learning in other domains such as image classification has driven …

More confusion and frustration, better learning: The impact of erroneous examples

JE Richey, JML Andres-Bray, M Mogessie… - Computers & …, 2019 - Elsevier
Prior research suggests students can sometimes learn more effectively by explaining and
correcting example problems that have been solved incorrectly, compared to problem …

Automatic Sensor-free Affect Detection: A Systematic Literature Review

F de Morais, D Goldoni, T Kautzmann… - arXiv preprint arXiv …, 2023 - arxiv.org
Emotions and other affective states play a pivotal role in cognition and, consequently, the
learning process. It is well-established that computer-based learning environments (CBLEs) …

Incorporating effective e-learning principles to improve student engagement in middle-school mathematics

K Mulqueeny, V Kostyuk, RS Baker… - International Journal of …, 2015 - Springer
Background The expanded use of online and blended learning programs in K-12 STEM
education has led researchers to propose design principles for effective e-learning systems …

Emotion recognition in affective tutoring systems: Collection of ground-truth data

S Petrovica, A Anohina-Naumeca, HK Ekenel - Procedia Computer Science, 2017 - Elsevier
For the last 50 years, intelligent tutoring systems have been developed with the aim to
supporting one of the most successful educational forms–individual teaching. Recent …

Assessing the effects of open models of learning and enjoyment in a digital learning game

X Hou, HA Nguyen, JE Richey, E Harpstead… - International Journal of …, 2022 - Springer
Digital learning games are designed to foster both student learning and enjoyment. Given
this goal, an interesting research topic is whether game mechanics that promote learning …

The influence of emotion on keyboard typing: An experimental study using auditory stimuli

PM Lee, WH Tsui, TC Hsiao - PloS one, 2015 - journals.plos.org
In recent years, a novel approach for emotion recognition has been reported, which is by
keystroke dynamics. The advantages of using this approach are that the data used is rather …