Title :
Frontiers of Affect-Aware Learning Technologies
Author :
Calvo, Rafael A. ; D´Mello, Sidney
Abstract :
Affect-aware technologies are moving the frontiers of how we understand, support, and optimize student learning. The authors explore five areas that exemplify cutting-edge research in the burgeoning field. These include intelligent tutoring systems that detect and respond to students´ affective states and sometimes synthesize affect; the strategic induction of confusion as a means to stimulate deep learning; techniques to increase student engagement and reflection; systems that support the development of prosocial behaviors, resilience, and other aspects that contribute to students´ well-being; and sample projects that highlight how these new ideas can be taken from laboratories into real-world classrooms.
Keywords :
intelligent tutoring systems; psychology; affect synthesis; affect-aware learning technologies; intelligent tutoring systems; prosocial behavior; real-world classroom; resilience; student affective state; student engagement; student learning; student reflection; student well-being; Artificial intelligence; Education; Learning systems; Research and development; advanced learning technologies; affect and learning; affective computing; human-computer interaction;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2012.110