• 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