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    Can young people with Autism Spectrum Disorder benefit From an open learner model?

    Grawemeyer, Beate and Johnson, H. and Brosnan, M. (2015) Can young people with Autism Spectrum Disorder benefit From an open learner model? In: Conati, C. and Heffernan, N. and Mitrovic, A. and Verdejo, M.F. (eds.) Artificial Intelligence in Education. Lecture Notes in Computer Science 9112. New York, U.S.: Springer, pp. 591-594. ISBN 9783319197722.

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    Abstract

    This paper describes the evaluation of Maths Island Tutor - an intelligent tutoring system for children with autism spectrum disorder (ASD). The tutor includes an open learner model (OLM). In order to benefit from this feature, the learner needs to be able to process metacognitive attributes, which can be impaired in ASD. In order to address the needs of this specific population, young people with ASD were involved in the design of the software for their use, including the OLM. A preliminary study evaluating the system demonstrated that young people with ASD did initiate access to their OLM, could correctly reproduce details from their OLM, and could also highlight the location of (study-intended) errors within their OLMs giving rise to suggestions about their abilities to remember and potentially meta-cognitively reflect on their learning.

    Metadata

    Item Type: Book Section
    Keyword(s) / Subject(s): 17th International Conference, AIED 2015, Madrid, Spain, June 22-26, 2015. Proceedings. Series ISSN: 0302-9743
    School: Birkbeck Schools and Departments > School of Business, Economics & Informatics > Computer Science and Information Systems
    Depositing User: Administrator
    Date Deposited: 06 Sep 2016 13:39
    Last Modified: 06 Sep 2016 13:39
    URI: http://eprints.bbk.ac.uk/id/eprint/15833

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