DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE

Rapid technological advancement, particularly in Extended Reality (XR) technology like Virtual Reality (VR), has been pivotal in various fields, including education. This study focuses on enhancing VR's educational applications, particularly in the context of mind mapping. Traditional VR con...

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Main Author: Triwira Santosa, Joel
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/78300
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:78300
spelling id-itb.:783002023-09-18T22:47:24ZDEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE Triwira Santosa, Joel Indonesia Final Project mind map, virtual reality, gesture, hand tracking. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/78300 Rapid technological advancement, particularly in Extended Reality (XR) technology like Virtual Reality (VR), has been pivotal in various fields, including education. This study focuses on enhancing VR's educational applications, particularly in the context of mind mapping. Traditional VR controllers have limitations, including battery usage and potential for loss, hindering a complete immersive experience. To address these issues, we explore hand-based controllers within a VR mind mapping application. This study aims to improve mind map creation efficiency. It introduces specialized gesture features in the application, utilizing hand tracking in the Meta Quest 2 VR device and employing a Decision Tree classification method for gesture recognition. Evaluation involves measuring mind map creation times using controllers, hand tracking, and the specialized gesture feature for predefined topics. Results reveal significant efficiency gains: a 29.6% improvement over hand tracking alone and a 20.76% enhancement over controllers. This development holds promise for future VR applications in education. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Rapid technological advancement, particularly in Extended Reality (XR) technology like Virtual Reality (VR), has been pivotal in various fields, including education. This study focuses on enhancing VR's educational applications, particularly in the context of mind mapping. Traditional VR controllers have limitations, including battery usage and potential for loss, hindering a complete immersive experience. To address these issues, we explore hand-based controllers within a VR mind mapping application. This study aims to improve mind map creation efficiency. It introduces specialized gesture features in the application, utilizing hand tracking in the Meta Quest 2 VR device and employing a Decision Tree classification method for gesture recognition. Evaluation involves measuring mind map creation times using controllers, hand tracking, and the specialized gesture feature for predefined topics. Results reveal significant efficiency gains: a 29.6% improvement over hand tracking alone and a 20.76% enhancement over controllers. This development holds promise for future VR applications in education.
format Final Project
author Triwira Santosa, Joel
spellingShingle Triwira Santosa, Joel
DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
author_facet Triwira Santosa, Joel
author_sort Triwira Santosa, Joel
title DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
title_short DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
title_full DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
title_fullStr DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
title_full_unstemmed DEVELOPMENT OF SPECIAL GESTURE FEATURES FOR MIND MAPPING WITH VIRTUAL TECHNOLOGY IN THE METAVERSE
title_sort development of special gesture features for mind mapping with virtual technology in the metaverse
url https://digilib.itb.ac.id/gdl/view/78300
_version_ 1822995697549443072