Title :
Computer assisted interactive system: Understanding its implications on psychophysiology
Author :
Yadav, Taruna ; Lahiri, Uttama
Author_Institution :
Dept. of Electr. Eng., IIT Gandhinagar, Ahmadabad, India
Abstract :
Alertness is a state of one´s consciousness which has been found to affect an individual´s performance. Many individuals face the problems of unsatisfactory performance when assigned a task due to lack of alertness which is evident in day-to-day lives as well. This problem becomes severe for individuals with attention deficit/hyperactivity disorder, autism and brain injuries, etc. Presently available technology-assisted training approaches are mostly performance sensitive with lesser focus on one´s alertness level during a task. Motivated by this need, we have designed a computer assisted interactive system (CAIS) which has the potential to affect one´s performance. Additionally, CAIS can predict one´s alertness level by analyzing physiological signals e.g., from electroencephalogram during his/her interaction with tasks of varying difficulty levels offered by our system. In this research we have designed a preliminary usability study where five typically developing participants took part and the initial results are promising.
Keywords :
computer based training; electroencephalography; interactive systems; medical disorders; medical signal processing; neurophysiology; psychology; CAIS; alertness level; attention deficit/hyperactivity disorder; autism; brain injuries; computer assisted interactive system; consciousness state; day-to-day lives; electroencephalogram; physiological signals; preliminary usability study; psychophysiology; technology-assisted training; Computer aided instruction; Computers; Electroencephalography; Games; Graphical user interfaces; Signal processing; Usability; alertness; computer based interactive task; electroencephalogram;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-5990-7
DOI :
10.1109/SPIN.2015.7095397