DocumentCode
3683414
Title
Personalized learning materials for children with special needs using machine learning
Author
Likhan Banik;Moniruzzaman Bhuiyan;Azmery Jahan
Author_Institution
IIT, University of Dhaka, Centre for Research on Applied Technology, Entrepreneurship and Development, UK
fYear
2015
Firstpage
169
Lastpage
174
Abstract
Children with neurological disorder such as autism need personalized development system for their daily activities. Technology can play a significant role. This paper introduces a research to deliver personalized learning materials for children with special needs based on diverse characteristics of children. There are four parts of the system: i) identifying level of the user by using machine learning algorithm. ii) web mining to generate multimodal learning materials from text story or learning keywords, iii) linking user preferences and IoT enabled sensor data with the result, iv) personalizing contents for users delineated with an intelligent interface. This paper explains personalization of results using machine learning algorithm.
Keywords
"Nonhomogeneous media","Writing","Flowcharts","Accuracy"
Publisher
ieee
Conference_Titel
Internet Technologies and Applications (ITA), 2015
Print_ISBN
978-1-4799-8036-9
Type
conf
DOI
10.1109/ITechA.2015.7317390
Filename
7317390
Link To Document