A rule-based reasoning technique on mathematics tutor design for children with autism

Autism is a complex developmental or neurodevelopmental disorder which also affect in learning difficulties (Aliee et al., 2013; Ge and Fan, 2017). Even though autism can cause a variety of challenges, individuals diagnosed with autism also have potential, skills, abilities and talents (Understandau...

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Main Author: Ruslan, Siti Nur Azrreen
Format: Thesis
Language:English
English
Published: 2017
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Online Access:http://eprints.utem.edu.my/id/eprint/20542/1/A%20Rule-Based%20Reasoning%20Technique%20On%20Mathematics%20Tutor%20Design%20For%20Children%20With%20Autism.pdf
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spelling my.utem.eprints.205422022-04-20T11:33:16Z http://eprints.utem.edu.my/id/eprint/20542/ A rule-based reasoning technique on mathematics tutor design for children with autism Ruslan, Siti Nur Azrreen Q Science (General) QA Mathematics Autism is a complex developmental or neurodevelopmental disorder which also affect in learning difficulties (Aliee et al., 2013; Ge and Fan, 2017). Even though autism can cause a variety of challenges, individuals diagnosed with autism also have potential, skills, abilities and talents (Understandautism.org, 2016). Therefore, it is important to search for an effective intervention that can help and improve the lives of the individuals with autism (Lindgren and Doobay, 2011) such as Computer-Assisted Intervention (CAI). Most children with autism use visual elements to help them maintain information (Meadan et al., 2011) besides the parents and doctors often indicated that children with autism are attracted to technology tools. Thus, selection of the suitable fonts, colours and images for the CAI is important to ensure that CAI can help students with autism to stay focus and engage throughout the lesson. Besides that, the selection of suitable technique is also important to ensure CAI present suitable learning material according to students with autism skill level. Therefore, this study proposed to develop the Mathematics Tutoring System (MTS) using rule-based technique, and to examine the effectiveness of MTS in helping students with autism to study the concept of addition in mathematics. Thus, an experimental case study was employed to gain data from the participants. The participants were divided into two groups, the intervention and the control group. The data obtained from the experimental case study were analysed using the Mann-Whitney Test to determine whether there is a significant difference between both groups before and after the experiment. According to the results, the value of (U = 11.50, p<0.05) obtained using the Mann-Whitney Test shows that there is a significant difference between the intervention and control group. In other words, the result shows that method used by intervention group is a more effective method than the control group. In conclusion, the MTS can help the students with autism to learn maths addition skills because the methods used such as images, animations, and sounds helps participants to memorise the lesson besides attracting them to participate and engage during the lesson. Besides that, the MTS can represent a controlled environment which makes students with autism feel comfortable in which may improve their maths skills together with the problematic behaviour. 2017 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/20542/1/A%20Rule-Based%20Reasoning%20Technique%20On%20Mathematics%20Tutor%20Design%20For%20Children%20With%20Autism.pdf text en http://eprints.utem.edu.my/id/eprint/20542/2/A%20rule-based%20reasoning%20technique%20on%20mathematics%20tutor%20design%20for%20children%20with%20autism.pdf Ruslan, Siti Nur Azrreen (2017) A rule-based reasoning technique on mathematics tutor design for children with autism. Masters thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=105829
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
English
topic Q Science (General)
QA Mathematics
spellingShingle Q Science (General)
QA Mathematics
Ruslan, Siti Nur Azrreen
A rule-based reasoning technique on mathematics tutor design for children with autism
description Autism is a complex developmental or neurodevelopmental disorder which also affect in learning difficulties (Aliee et al., 2013; Ge and Fan, 2017). Even though autism can cause a variety of challenges, individuals diagnosed with autism also have potential, skills, abilities and talents (Understandautism.org, 2016). Therefore, it is important to search for an effective intervention that can help and improve the lives of the individuals with autism (Lindgren and Doobay, 2011) such as Computer-Assisted Intervention (CAI). Most children with autism use visual elements to help them maintain information (Meadan et al., 2011) besides the parents and doctors often indicated that children with autism are attracted to technology tools. Thus, selection of the suitable fonts, colours and images for the CAI is important to ensure that CAI can help students with autism to stay focus and engage throughout the lesson. Besides that, the selection of suitable technique is also important to ensure CAI present suitable learning material according to students with autism skill level. Therefore, this study proposed to develop the Mathematics Tutoring System (MTS) using rule-based technique, and to examine the effectiveness of MTS in helping students with autism to study the concept of addition in mathematics. Thus, an experimental case study was employed to gain data from the participants. The participants were divided into two groups, the intervention and the control group. The data obtained from the experimental case study were analysed using the Mann-Whitney Test to determine whether there is a significant difference between both groups before and after the experiment. According to the results, the value of (U = 11.50, p<0.05) obtained using the Mann-Whitney Test shows that there is a significant difference between the intervention and control group. In other words, the result shows that method used by intervention group is a more effective method than the control group. In conclusion, the MTS can help the students with autism to learn maths addition skills because the methods used such as images, animations, and sounds helps participants to memorise the lesson besides attracting them to participate and engage during the lesson. Besides that, the MTS can represent a controlled environment which makes students with autism feel comfortable in which may improve their maths skills together with the problematic behaviour.
format Thesis
author Ruslan, Siti Nur Azrreen
author_facet Ruslan, Siti Nur Azrreen
author_sort Ruslan, Siti Nur Azrreen
title A rule-based reasoning technique on mathematics tutor design for children with autism
title_short A rule-based reasoning technique on mathematics tutor design for children with autism
title_full A rule-based reasoning technique on mathematics tutor design for children with autism
title_fullStr A rule-based reasoning technique on mathematics tutor design for children with autism
title_full_unstemmed A rule-based reasoning technique on mathematics tutor design for children with autism
title_sort rule-based reasoning technique on mathematics tutor design for children with autism
publishDate 2017
url http://eprints.utem.edu.my/id/eprint/20542/1/A%20Rule-Based%20Reasoning%20Technique%20On%20Mathematics%20Tutor%20Design%20For%20Children%20With%20Autism.pdf
http://eprints.utem.edu.my/id/eprint/20542/2/A%20rule-based%20reasoning%20technique%20on%20mathematics%20tutor%20design%20for%20children%20with%20autism.pdf
http://eprints.utem.edu.my/id/eprint/20542/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=105829
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score 13.160551