Title :
The Role of Affect in Personalized Learning
Author :
Lekkas, Zacharias ; Tsianos, Nikos ; Germanakos, Panagiotis ; Mourlas, Constantinos ; Samaras, George
Author_Institution :
Fac. of Commun. & Media Studies, Nat. & Kapodistrian Univ. of Athens, Athens, Greece
Abstract :
Research on modelling affect and on interfaces adaptation based on affective factors has matured considerably over the past several years. Emotions are considered to play a central role in guiding and regulating learning, performance, behaviour and decision making, by modulating numerous cognitive and physiological activities. The basic objective of this paper is to analyse the way that individuals process their emotions and how they interact with other elements of their information-processing system. It will further underpin their significance taking into consideration the notion of emotion regulation, based on which users expect to receive the most apt personalized providerpsilas content. Special emphasis will be given in dispositional trait affect that serves as an overall estimation of an individualpsilas affective state and statistical evidence will be provided which suggest that affect can have both informational and processing effects on cognition.
Keywords :
Internet; cognition; computer aided instruction; decision making; emotion recognition; human computer interaction; human factors; physiology; user interfaces; Web-based information-processing system; affective state estimation; cognitive activity; decision making; dispositional trait affect; emotion regulation; interface adaptation; modelling affective factors; personalized learning; physiological activity; statistical evidence; user behaviour; user interaction; Cognition; Computer science; Conference management; Data mining; Decision making; Information analysis; Mood; State estimation; Technology management; Usability; dispositional affect; emotion regulation; emotional arousal; mood; personalization;
Conference_Titel :
Advanced Learning Technologies, 2009. ICALT 2009. Ninth IEEE International Conference on
Conference_Location :
Riga
Print_ISBN :
978-0-7695-3711-5
Electronic_ISBN :
978-0-7695-3711-5
DOI :
10.1109/ICALT.2009.203