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EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults

This dissertation presents the cognitive load assessment of multimedia learning content using Electroencephalography (EEG) based effective connectivity approach with graph theory network analysis. Cognitive load assessment during multimedia learning has a key role in understanding the complexity of...

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Main Author: MAZHER, MOONA
Format: Thesis
Language:English
Published: 2018
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://utpedia.utp.edu.my/18407/1/Moona%20Thesis%2016th%20March2018.pdf
http://utpedia.utp.edu.my/18407/
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spelling my-utp-utpedia.184072019-01-28T16:02:09Z http://utpedia.utp.edu.my/18407/ EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults MAZHER, MOONA TK Electrical engineering. Electronics Nuclear engineering This dissertation presents the cognitive load assessment of multimedia learning content using Electroencephalography (EEG) based effective connectivity approach with graph theory network analysis. Cognitive load assessment during multimedia learning has a key role in understanding the complexity of multimedia-based learning tasks. The widely-used methods for assessing the cognitive load in EEG are the traditional feature extraction techniques such as power spectral density and entropies. 2018-03 Thesis NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/18407/1/Moona%20Thesis%2016th%20March2018.pdf MAZHER, MOONA (2018) EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults. Masters thesis, Universiti Teknologi PETRONAS.
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
MAZHER, MOONA
EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
description This dissertation presents the cognitive load assessment of multimedia learning content using Electroencephalography (EEG) based effective connectivity approach with graph theory network analysis. Cognitive load assessment during multimedia learning has a key role in understanding the complexity of multimedia-based learning tasks. The widely-used methods for assessing the cognitive load in EEG are the traditional feature extraction techniques such as power spectral density and entropies.
format Thesis
author MAZHER, MOONA
author_facet MAZHER, MOONA
author_sort MAZHER, MOONA
title EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
title_short EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
title_full EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
title_fullStr EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
title_full_unstemmed EEG-based Effective Connectivity Analysis with Graph Theory Approach for Cognitive Load Assessment of Multimedia Learning in Adults
title_sort eeg-based effective connectivity analysis with graph theory approach for cognitive load assessment of multimedia learning in adults
publishDate 2018
url http://utpedia.utp.edu.my/18407/1/Moona%20Thesis%2016th%20March2018.pdf
http://utpedia.utp.edu.my/18407/
_version_ 1739832500295827456
score 13.244369

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