Affective learning analysis of children in a card sorting game

The purpose of this paper is to provide an affective learning analysis on children while they were playing a card sorting game. The electroencephalogram (EEG) signals of 8 preschoolers aged between 4 to 6 years were collected (a) while they were playing a card sorting game; and (b) observing affecti...

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Main Authors:	Othman, Marini, Abdul Rahman, Abdul Wahab, , Abdul Qayoom, Hamzah, Mohd Syarqawy, Abu Seman, Muhamad Sadry
Format:	Article
Language:	English English
Published:	Springer 2015
Subjects:	Q Science (General)
Online Access:	http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/1/affective_learning_games-final-.pdf http://irep.iium.edu.my/42742/2/42742.pdf

id	iium-42742
recordtype	eprints
spelling	iium-427422017-08-18T02:01:28Z http://irep.iium.edu.my/42742/ Affective learning analysis of children in a card sorting game Othman, Marini Abdul Rahman, Abdul Wahab , Abdul Qayoom Hamzah, Mohd Syarqawy Abu Seman, Muhamad Sadry Q Science (General) The purpose of this paper is to provide an affective learning analysis on children while they were playing a card sorting game. The electroencephalogram (EEG) signals of 8 preschoolers aged between 4 to 6 years were collected (a) while they were playing a card sorting game; and (b) observing affective faces. The features from EEG signals were extracted using Kernel Density Estimation (KDE). The Multi-Layer Perceptron (MLP) was used to classify and generate the affective maps of the EEG signals while the children were playing the game. The initial results show that the children’s affective states are unique and there might be different affects that drive a child’s performance. This analysis shows the potential of using the affective learning analysis approach in assessing educational tools such as computer games. Springer 2015 Article PeerReviewed application/pdf en http://irep.iium.edu.my/42742/1/affective_learning_games-final-.pdf application/pdf en http://irep.iium.edu.my/42742/2/42742.pdf Othman, Marini and Abdul Rahman, Abdul Wahab and , Abdul Qayoom and Hamzah, Mohd Syarqawy and Abu Seman, Muhamad Sadry (2015) Affective learning analysis of children in a card sorting game. Lecture Notes in Electrical Engineering, 339. pp. 681-688. ISSN 1876-6100 http://link.springer.com/chapter/10.1007/978-3-662-46578-3_80?no-access=true http://10.1007/978-3-662-46578-3_80
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	Q Science (General)
spellingShingle	Q Science (General) Othman, Marini Abdul Rahman, Abdul Wahab , Abdul Qayoom Hamzah, Mohd Syarqawy Abu Seman, Muhamad Sadry Affective learning analysis of children in a card sorting game
description	The purpose of this paper is to provide an affective learning analysis on children while they were playing a card sorting game. The electroencephalogram (EEG) signals of 8 preschoolers aged between 4 to 6 years were collected (a) while they were playing a card sorting game; and (b) observing affective faces. The features from EEG signals were extracted using Kernel Density Estimation (KDE). The Multi-Layer Perceptron (MLP) was used to classify and generate the affective maps of the EEG signals while the children were playing the game. The initial results show that the children’s affective states are unique and there might be different affects that drive a child’s performance. This analysis shows the potential of using the affective learning analysis approach in assessing educational tools such as computer games.
format	Article
author	Othman, Marini Abdul Rahman, Abdul Wahab , Abdul Qayoom Hamzah, Mohd Syarqawy Abu Seman, Muhamad Sadry
author_facet	Othman, Marini Abdul Rahman, Abdul Wahab , Abdul Qayoom Hamzah, Mohd Syarqawy Abu Seman, Muhamad Sadry
author_sort	Othman, Marini
title	Affective learning analysis of children in a card sorting game
title_short	Affective learning analysis of children in a card sorting game
title_full	Affective learning analysis of children in a card sorting game
title_fullStr	Affective learning analysis of children in a card sorting game
title_full_unstemmed	Affective learning analysis of children in a card sorting game
title_sort	affective learning analysis of children in a card sorting game
publisher	Springer
publishDate	2015
url	http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/ http://irep.iium.edu.my/42742/1/affective_learning_games-final-.pdf http://irep.iium.edu.my/42742/2/42742.pdf
first_indexed	2023-09-18T21:00:55Z
last_indexed	2023-09-18T21:00:55Z
_version_	1777410617606406144

Affective learning analysis of children in a card sorting game

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