Cover Image

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...

Full description

Saved in:
Bibliographic Details
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
https://ir.uitm.edu.my/id/eprint/89021/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.uitm.ir.89021
record_format eprints
spelling my.uitm.ir.890212024-03-19T07:08:14Z https://ir.uitm.edu.my/id/eprint/89021/ Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya 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 NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/89021/1/89021.pdf Parallel coordinates visualization of survey data / Nur Ain Afrina Yahya. (2023) Degree thesis, thesis, Universiti Teknologi MARA, Melaka. <http://terminalib.uitm.edu.my/89021.pdf>
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
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
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
publishDate 2023
url https://ir.uitm.edu.my/id/eprint/89021/1/89021.pdf
https://ir.uitm.edu.my/id/eprint/89021/
_version_ 1794641274086621184
score 13.211869

Similar Items