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Development of personalised learning model for dental students through machine learning application

Personalisation of learning through integration of advanced technologies aim to understand the dental students’ learning styles and strategies. Modified index of Learning Styles based on index of learning style and Felder Solomon Learning Model was used to identify students’ learning style. A machin...

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Main Authors: Shoaib, Lily Azura, Sazali, Amin Hakim, Idris, Norisma, Safii, Syarida Hasnur, Hussin, Ruhaya
Format: Proceeding Paper
Language:English
Published: Universiti Putra Malaysia 2022
Subjects:
BF Psychology
BF636 Applied psychology
L Education (General)
LB2300 Higher Education
RK Dentistry
T Technology (General)
Online Access:http://irep.iium.edu.my/106061/1/IUCEL2022%20Abstract%20Book.pdf
http://irep.iium.edu.my/106061/
http://iucel2022.upm.edu.my/
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spelling my.iium.irep.1060612023-10-12T07:52:52Z http://irep.iium.edu.my/106061/ Development of personalised learning model for dental students through machine learning application Shoaib, Lily Azura Sazali, Amin Hakim Idris, Norisma Safii, Syarida Hasnur Hussin, Ruhaya BF Psychology BF636 Applied psychology L Education (General) LB2300 Higher Education RK Dentistry T Technology (General) Personalisation of learning through integration of advanced technologies aim to understand the dental students’ learning styles and strategies. Modified index of Learning Styles based on index of learning style and Felder Solomon Learning Model was used to identify students’ learning style. A machine learning approach was then applied to automate classification of student’s learning style. Through arule-based technique, a recommendation for student's best learning strategies was carried out. Universiti Putra Malaysia 2022-06 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/106061/1/IUCEL2022%20Abstract%20Book.pdf Shoaib, Lily Azura and Sazali, Amin Hakim and Idris, Norisma and Safii, Syarida Hasnur and Hussin, Ruhaya (2022) Development of personalised learning model for dental students through machine learning application. In: International University Carnival on E-Learning 2022, 28-30 June 2023, Universiti Putra Malaysia. (Unpublished) http://iucel2022.upm.edu.my/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic BF Psychology
BF636 Applied psychology
L Education (General)
LB2300 Higher Education
RK Dentistry
T Technology (General)
spellingShingle BF Psychology
BF636 Applied psychology
L Education (General)
LB2300 Higher Education
RK Dentistry
T Technology (General)
Shoaib, Lily Azura
Sazali, Amin Hakim
Idris, Norisma
Safii, Syarida Hasnur
Hussin, Ruhaya
Development of personalised learning model for dental students through machine learning application
description Personalisation of learning through integration of advanced technologies aim to understand the dental students’ learning styles and strategies. Modified index of Learning Styles based on index of learning style and Felder Solomon Learning Model was used to identify students’ learning style. A machine learning approach was then applied to automate classification of student’s learning style. Through arule-based technique, a recommendation for student's best learning strategies was carried out.
format Proceeding Paper
author Shoaib, Lily Azura
Sazali, Amin Hakim
Idris, Norisma
Safii, Syarida Hasnur
Hussin, Ruhaya
author_facet Shoaib, Lily Azura
Sazali, Amin Hakim
Idris, Norisma
Safii, Syarida Hasnur
Hussin, Ruhaya
author_sort Shoaib, Lily Azura
title Development of personalised learning model for dental students through machine learning application
title_short Development of personalised learning model for dental students through machine learning application
title_full Development of personalised learning model for dental students through machine learning application
title_fullStr Development of personalised learning model for dental students through machine learning application
title_full_unstemmed Development of personalised learning model for dental students through machine learning application
title_sort development of personalised learning model for dental students through machine learning application
publisher Universiti Putra Malaysia
publishDate 2022
url http://irep.iium.edu.my/106061/1/IUCEL2022%20Abstract%20Book.pdf
http://irep.iium.edu.my/106061/
http://iucel2022.upm.edu.my/
_version_ 1781777344130711552
score 13.211869

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