The transition from intelligent to affective tutoring system: a review and open issues

MA Hasan, NFM Noor, SSBA Rahman… - IEEE Access, 2020 - ieeexplore.ieee.org
The swelling use of computerized learning, accompanied by the rapid growth of information
technology has become a surge of interest in the research community. Consequently …

Affective recommender systems in the educational field. A systematic literature review

C Salazar, J Aguilar, J Monsalve-Pulido… - Computer Science …, 2021 - Elsevier
Students' emotions have been proven to play a fundamental role in the teaching/learning
process. As educational content can modify the emotional state, emotions are crucial …

Exploring the Influence of Emotional States in Peer Interactions on Students' Academic Performance

N Dehbozorgi, MT Kunuku - IEEE Transactions on Education, 2023 - ieeexplore.ieee.org
Contribution: An AI model for speech emotion recognition (SER) in the educational domain
to analyze the correlation between students' emotions, discussed topics in teams, and …

Trends in the use of affective computing in e-learning environments

N Mejbri, F Essalmi, M Jemni, BA Alyoubi - Education and Information …, 2022 - Springer
Considering that emotions have a great impact on motivation, reasoning, and decision
making, affective computing methods, that were designed to attempt to understand and …

Toward an artificial intelligence-based decision framework for develo** adaptive e-learning systems to impact learners' emotions

T Sargazi Moghadam, A Darejeh… - Interactive Learning …, 2024 - Taylor & Francis
Learners' emotional states might change during the learning process, and unpredictable
variations of a person's emotions raise the demand for regular assessment of feelings during …

Kids' emotion recognition using various deep-learning models with explainable ai

M Rathod, C Dalvi, K Kaur, S Patil, S Gite, P Kamat… - Sensors, 2022 - mdpi.com
Human ideas and sentiments are mirrored in facial expressions. They give the spectator a
plethora of social cues, such as the viewer's focus of attention, intention, motivation, and …

Speech emotion recognition research: an analysis of research focus

MB Mustafa, MAM Yusoof, ZM Don… - International Journal of …, 2018 - Springer
This article analyses research in speech emotion recognition (“SER”) from 2006 to 2017 in
order to identify the current focus of research, and areas in which research is lacking. The …

Viper: Video-based perceiver for emotion recognition

L Vaiani, M La Quatra, L Cagliero, P Garza - Proceedings of the 3rd …, 2022 - dl.acm.org
Recognizing human emotions from videos requires a deep understanding of the underlying
multimodal sources, including images, audio, and text. Since the input data sources are …

A review on sentiment discovery and analysis of educational big‐data

Z Han, J Wu, C Huang, Q Huang… - … Reviews: Data Mining …, 2020 - Wiley Online Library
Sentiment discovery and analysis (SDA) aims to automatically identify the underlying
attitudes, sentiments, and subjectivity towards a certain entity such as learners and learning …

Affective Computing: A Topic-Based SER Approach on Collaborative Discussions in Academic Setting

N Dehbozorgi, MT Kunuku - 2023 IEEE Frontiers in Education …, 2023 - ieeexplore.ieee.org
One of the biggest concerns in the modern day especially in the educational domain centers
on the student's mental health. High rates of anxiety and depression have especially brought …