Inside out: detecting learners' confusion to improve interactive digital learning environments

A Arguel, L Lockyer, OV Lipp… - Journal of …, 2017 - journals.sagepub.com
Confusion is an emotion that is likely to occur while learning complex information. This
emotion can be beneficial to learners in that it can foster engagement, leading to deeper …

Seeking optimal confusion: a review on epistemic emotion management in interactive digital learning environments

A Arguel, L Lockyer, G Kennedy, JM Lodge… - Interactive Learning …, 2019 - Taylor & Francis
Emotions play a significant part in students' learning experiences within complex
educational environments. However, the impact of emotional experiences on effective …

Mixed reality environment for learning sensing technology applications in Construction: A usability study

OR Ogunseiju, N Gonsalves, AA Akanmu… - Advanced Engineering …, 2022 - Elsevier
Mixed reality is gradually becoming ubiquitous and significant in education owning to the
inherent benefits of active participation and tacit knowledge development in a safe and …

Confused or not: decoding brain activity and recognizing confusion in reasoning learning using EEG

T Xu, J Wang, G Zhang, L Zhang… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. Confusion is the primary epistemic emotion in the learning process, influencing
students' engagement and whether they become frustrated or bored. However, research on …

Iot-based multimodal analysis for smart education: Current status, challenges and opportunities

W Gan, MS Dao, K Zettsu, Y Sun - … of the 3rd ACM Workshop on …, 2022 - dl.acm.org
IoT-based multimodal learning analytics promises to obtain an in-depth understanding of the
learning process. It provides the insights for not only the explicit learning indicators but also …

Hmm, you seem confused! tracking interlocutor confusion for situated task-oriented hri

N Li, R Ross - Proceedings of the 2023 ACM/IEEE International …, 2023 - dl.acm.org
Our research seeks to develop a long-lasting and high-quality engagement between the
user and the social robot, which in turn requires a more sophisticated alignment of the user …

Predicting When and What to Explain From Multimodal Eye Tracking and Task Signals

L Wachowiak, P Tisnikar, G Canal… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
While interest in the field of explainable agents increases, it is still an open problem to
incorporate a proactive explanation component into a real-time human–agent collaboration …

Using eye gaze to reveal cognitive processes and strategies of engineering students when solving spatial rotation and mental cutting tasks

HW Hsing, D Bairaktarova, N Lau - Journal of Engineering …, 2023 - Wiley Online Library
Background Spatial problem‐solving is an essential skill for success in many engineering
disciplines; thus, understanding the cognitive processes involved could help inform the …

The museum learning experience through the visitors' eyes: An eye tracking exploration of the physical context

M Rainoldi, CE Yu, B Neuhofer - Eye tracking in tourism, 2020 - Springer
Experiences always need to be designed with the visitor in mind. In our society, museums
hold a prominent place for human learning and experiences. Museum experiences have …

Understanding clinical reasoning through visual Scanpath and brain activity analysis

I Jraidi, M Chaouachi, A Ben Khedher, SP Lajoie… - Computation, 2022 - mdpi.com
This paper presents an experimental study that analyzes learners' visual behaviour and
brain activity in clinical reasoning. An acquisition protocol was defined to record eye tracking …