Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya

Parallel coordinates visualization has emerged as a potent method for analyzing high-dimensional survey data, enabling a comprehensive exploration of intricate relationships and patterns between multiple variables simultaneously. The proposed web-based application aims to harness the power of parall...

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Main Author:	Yahya, Nur Ain Afrina
Format:	Thesis
Language:	English
Published:	2023
Subjects:	Information technology Information systems
Online Access:	https://ir.uitm.edu.my/id/eprint/89021/1/89021.pdf
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id	my-uitm-ir.89021
record_format	uketd_dc
spelling	my-uitm-ir.890212024-03-19T07:08:14Z Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya 2023 Yahya, Nur Ain Afrina Information technology. Information systems Parallel coordinates visualization has emerged as a potent method for analyzing high-dimensional survey data, enabling a comprehensive exploration of intricate relationships and patterns between multiple variables simultaneously. The proposed web-based application aims to harness the power of parallel coordinates to enhance survey data analysis, providing an efficient data exploration tool. However, the current limitations of traditional survey data visualization tools hinder the effective exploration of relationships within the data. To overcome these challenges, the waterfall model was followed during the development of the web-based application, ensuring thorough testing and validation of the system's functionality and usability. As a result, this system significantly aids in the easy analysis of survey data, offering a user-friendly and functional interface. The application's ease of use is further supported by an impressive System Usability Scale (SUS) score of 86.8%, demonstrating its effectiveness and acceptance among users. With its ability to provide deeper insights and improved data understanding, the adoption of parallel coordinates presents promising opportunities to revolutionize survey data analysis, contributing to enhanced decision-making and data exploration. By empowering users to explore their survey data in an interactive and visual manner, the web-based application enhances the efficiency of data analysis, leading to more informed insights and research outcomes. However, it is essential to acknowledge the significance of using well-structured and pre-processed datasets to ensure accurate and reliable visualizations. In conclusion, the integration of parallel coordinates and the waterfall model in the proposed web-based application offers an innovative and powerful solution to address the limitations of traditional survey data visualization tools, empowering users with a more efficient and insightful approach to survey data analysis. 2023 Thesis https://ir.uitm.edu.my/id/eprint/89021/ https://ir.uitm.edu.my/id/eprint/89021/1/89021.pdf text en public degree Universiti Teknologi MARA, Melaka College of Computing, Informatics and Mathematics
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Information technology Information systems
spellingShingle	Information technology Information systems Yahya, Nur Ain Afrina Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
description	Parallel coordinates visualization has emerged as a potent method for analyzing high-dimensional survey data, enabling a comprehensive exploration of intricate relationships and patterns between multiple variables simultaneously. The proposed web-based application aims to harness the power of parallel coordinates to enhance survey data analysis, providing an efficient data exploration tool. However, the current limitations of traditional survey data visualization tools hinder the effective exploration of relationships within the data. To overcome these challenges, the waterfall model was followed during the development of the web-based application, ensuring thorough testing and validation of the system's functionality and usability. As a result, this system significantly aids in the easy analysis of survey data, offering a user-friendly and functional interface. The application's ease of use is further supported by an impressive System Usability Scale (SUS) score of 86.8%, demonstrating its effectiveness and acceptance among users. With its ability to provide deeper insights and improved data understanding, the adoption of parallel coordinates presents promising opportunities to revolutionize survey data analysis, contributing to enhanced decision-making and data exploration. By empowering users to explore their survey data in an interactive and visual manner, the web-based application enhances the efficiency of data analysis, leading to more informed insights and research outcomes. However, it is essential to acknowledge the significance of using well-structured and pre-processed datasets to ensure accurate and reliable visualizations. In conclusion, the integration of parallel coordinates and the waterfall model in the proposed web-based application offers an innovative and powerful solution to address the limitations of traditional survey data visualization tools, empowering users with a more efficient and insightful approach to survey data analysis.
format	Thesis
qualification_level	Bachelor degree
author	Yahya, Nur Ain Afrina
author_facet	Yahya, Nur Ain Afrina
author_sort	Yahya, Nur Ain Afrina
title	Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
title_short	Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
title_full	Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
title_fullStr	Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
title_full_unstemmed	Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya
title_sort	parallel coordinates visualization of survey data / nur ain afrina yahya
granting_institution	Universiti Teknologi MARA, Melaka
granting_department	College of Computing, Informatics and Mathematics
publishDate	2023
url	https://ir.uitm.edu.my/id/eprint/89021/1/89021.pdf
_version_	1794192189495967744

Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya

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