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 …
making, affective computing methods, that were designed to attempt to understand and …
Research on virtual education, inclusion, and diversity: A systematic review of scientific publications (2007–2017)
M Fermín-González - International Review of Research in Open and …, 2019 - erudit.org
This article covers a topic related to increases in the existing heterogeneity of the university
student population, specifically in virtual learning environments. There is a growing concern …
student population, specifically in virtual learning environments. There is a growing concern …
Towards emotion detection in educational scenarios from facial expressions and body movements through multimodal approaches
M Saneiro, OC Santos… - The Scientific World …, 2014 - Wiley Online Library
We report current findings when considering video recordings of facial expressions and
body movements to provide affective personalized support in an educational context from an …
body movements to provide affective personalized support in an educational context from an …
Emotions and personality in adaptive e-learning systems: an affective computing perspective
OC Santos - Emotions and personality in personalized services …, 2016 - Springer
This chapter reports how affective computing (in terms of detection methods and intervention
approaches) is considered in adaptive e-learning systems. The goal behind is to enrich the …
approaches) is considered in adaptive e-learning systems. The goal behind is to enrich the …
An evaluation of mouse and keyboard interaction indicators towards non-intrusive and low cost affective modeling in an educational context
S Salmeron-Majadas, OC Santos… - Procedia Computer …, 2014 - Elsevier
In this paper we propose a series of indicators, which derive from user's interactions with
mouse and keyboard. The goal is to evaluate their use in identifying affective states and …
mouse and keyboard. The goal is to evaluate their use in identifying affective states and …
Toward interactive context-aware affective educational recommendations in computer-assisted language learning
OC Santos, M Saneiro, JG Boticario… - New Review of …, 2016 - Taylor & Francis
This work explores the benefits of supporting learners affectively in a context-aware learning
situation. This features a new challenge in related literature in terms of providing affective …
situation. This features a new challenge in related literature in terms of providing affective …
A machine learning approach to leverage individual keyboard and mouse interaction behavior from multiple users in real-world learning scenarios
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 …
explore the relevance of individual and general mouse and keyboard interaction patterns in …
An approach for an affective educational recommendation model
OC Santos, JG Boticario… - Recommender systems for …, 2014 - Springer
There is agreement in the literature that affect influences learning. In turn, addressing
affective issues in the recommendation process has shown their ability to increase the …
affective issues in the recommendation process has shown their ability to increase the …
Involving users to improve the collaborative logical framework
OC Santos, JG Boticario - The Scientific World Journal, 2014 - Wiley Online Library
In order to support collaboration in web‐based learning, there is a need for an intelligent
support that facilitates its management during the design, development, and analysis of the …
support that facilitates its management during the design, development, and analysis of the …
Wearable computers and big data: Interaction paradigms for knowledge building in higher education
R Llorente, M Morant - … and teaching technologies: New directions in …, 2014 - Springer
Recent advances in computing and telecommunication technology have made powerful
wearable computers available. They are always connected to a wireless infrastructure with …
wearable computers available. They are always connected to a wireless infrastructure with …