DocumentCode
226785
Title
Supervising classrooms comprising children with dyslexia and other learning problems with graphical exploratory analysis for fuzzy data: Presentation of the software tool and case study
Author
Palacios, Ana Maria ; Sanchez, L.
Author_Institution
Dept. of Comput. Sci. & Artificial Intell., Univ. of Granada, Granada, Spain
fYear
2014
fDate
6-11 July 2014
Firstpage
2133
Lastpage
2140
Abstract
A case study Is presented where a classroom comprising children with dyslexia and other learning problems is monitored with a proprietary software tool. This tool implements graphical exploratory analysis for fuzzy data, has classification and prediction capabilities, and outputs a compared visualization of the results of the tests applied to the children in the classroom and their expected evolution in the near future. The software also helps to detect different groups in the class, and could recommend professional treatment in case that some indicators were deemed abnormal. Data can be introduced without the help of a pshychologist thus visualization and diagnostic tasks can be performed by parents and teachers on their own.
Keywords
computer aided instruction; data mining; data visualisation; fuzzy set theory; pattern classification; professional aspects; children; classification capability; classroom supervising; data mining; dyslexia; fuzzy data; graphical exploratory analysis; learning problems; prediction capability; professional treatment; proprietary software tool; visualization algorithm; Data Mining; Dyslexia; Low Quality Data; Visualization Algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-2073-0
Type
conf
DOI
10.1109/FUZZ-IEEE.2014.6891710
Filename
6891710
Link To Document