Title :
Assessment of children´s working memory using a computer game
Author :
Nikoukaran, Amin ; Moradi, Hadi
Author_Institution :
Adv. Robot. & Intell. Syst. Labs., Univ. of Tehran, Tehran, Iran
Abstract :
In this paper a game for working memory assessment in children between 4 to 7 years old is introduced. We evaluate the validity of the game as an assessment tool by comparing its results on a group of pre-school children with a commercially validated working memory test. Since the correctness of an assessment highly depends on the attentional state of the subject, several algorithms have been developed to discard inattentive subjects from being evaluated. By detecting and removing the unreliable data in our experiments, we found a strong correlation between game and test measures which is a preliminary confirmation for the validity of the game as an assessment tool.
Keywords :
brain; computer games; neurophysiology; paediatrics; age 4 yr to 7 yr; assessment tool; attentional state; children working memory assessment; commercially validated working memory test; computer game; preliminary confirmation; preschool children; Computers; Correlation; Data mining; Delays; Educational institutions; Feature extraction; Games; Assessment; Computer Games; Inattention; Working Memory;
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999686