Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

NJ Shoumy, LM Ang, KP Seng, DMM Rahaman… - Journal of Network and …, 2020 - Elsevier
Affective computing is an emerging multidisciplinary research field that is increasingly
drawing the attention of researchers and practitioners in various fields, including artificial …

Emotion detection: a technology review

JM Garcia-Garcia, VMR Penichet… - Proceedings of the XVIII …, 2017 - dl.acm.org
Emotion detection has become one of the most important aspects to consider in any project
related to Affective Computing. Due to the almost endless applications of this new discipline …

[HTML][HTML] Survey of personalized learning software systems: a taxonomy of environments, learning content, and user models

H Ismail, N Hussein, S Harous, A Khalil - Education Sciences, 2023 - mdpi.com
This paper presents a comprehensive systematic review of personalized learning software
systems. All the systems under review are designed to aid educational stakeholders by …

Training the body: The potential of AIED to support personalized motor skills learning

OC Santos - International Journal of Artificial Intelligence in …, 2016 - Springer
This paper argues that the research field of Artificial Intelligence in Education (AIED) can
benefit from integrating recent technological advances (eg, wearable devices, big data …

Digital learning games for mathematics and computer science education: The need for preregistered RCTs, standardized methodology, and advanced technology

L Bertram - Frontiers in Psychology, 2020 - frontiersin.org
In today's digital information society, mathematical and computational skills are becoming
increasingly important. With the demand for mathematical and computational literacy rising …

Reducing techno-anxiety in high school teachers by improving their ICT problem-solving skills

O Revilla Muñoz, F Alpiste Penalba… - Behaviour & …, 2017 - Taylor & Francis
Teachers need to continuously update their information and communication technologies
(ICT) knowledge, but they are usually not trained to deal with the problems arising from their …

Towards an online continuous adaptation mechanism (OCAM) for enhanced engagement: An EEG study

A Eldenfria, H Al-Samarraie - International Journal of Human …, 2019 - Taylor & Francis
Individual preferences for learning environments can be linked to a specific behavior. The
tendency of such behavior can somehow be associated with an individual's ability to …

Employees' commitment to change: personality traits and organizational culture

L Marchalina, H Ahmad, HM Gelaidan - Journal of Economic and …, 2021 - emerald.com
Purpose This study examines the influences of personality traits on the employees'
commitment to change that moderated by the organizational culture. The employee's …

A machine learning approach to leverage individual keyboard and mouse interaction behavior from multiple users in real-world learning scenarios

S Salmeron-Majadas, RS Baker, OC Santos… - IEEE …, 2018 - ieeexplore.ieee.org
There is strong evidence that emotions influence the learning process. For this reason, we
explore the relevance of individual and general mouse and keyboard interaction patterns in …

Affective Conversational Agents: Understanding Expectations and Personal Influences

J Hernandez, J Suh, J Amores, K Rowan… - arxiv preprint arxiv …, 2023 - arxiv.org
The rise of AI conversational agents has broadened opportunities to enhance human
capabilities across various domains. As these agents become more prevalent, it is crucial to …