Title :
An Intelligent Emotional Agent for Students with Attention Deficit Disorder
Author :
Chatzara, Konstantina ; Karagiannidis, Charalampos ; Stamatis, Demosthenes
Author_Institution :
Dept. of Special Educ., Univ. of Thessaly, Volos, Greece
Abstract :
We propose the use of an intelligent emotional pedagogical agent to improve the communication channel between the user and the machine for e-learning systems for students with attention deficit disorder. We argue that the emotional communication between users and e-learning systems could serve for better interaction and could create a social environment for learners from different backgrounds. In this paper we present a short review of related work, describe special learning needs for attention deficit disorder (ADD), correlate the emotional process with ADD, declare the learning and adaptation factors that determine agent´s behavior, present the model´s architecture and a small scale experiment between students from higher education including students with ADD. The application is evaluated. Data analysis and statistics is presented.
Keywords :
computer aided instruction; handicapped aids; software agents; attention deficit disorder; data analysis; e-learning systems; emotional communication; intelligent emotional agent; special learning needs; statistics; adaptable interfaces; e-learning; intelligent emotional agent; learning difficulties;
Conference_Titel :
Intelligent Networking and Collaborative Systems (INCOS), 2010 2nd International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-8828-5
Electronic_ISBN :
978-1-4244-4278-2
DOI :
10.1109/INCOS.2010.98