2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad

In the technology era, information is just at our fingertip. Many information nowadays can be search in digitize way. The output of the data is still in the listed form. This linear (one dimension) form makes user hardly to find information related to the data requested. There are many way that the...

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Main Author: Mat Saad, Nur Hamizah
Format: Thesis
Language:English
Published: 2012
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Online Access:https://ir.uitm.edu.my/id/eprint/98151/1/98151.pdf
https://ir.uitm.edu.my/id/eprint/98151/
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spelling my.uitm.ir.981512024-07-29T09:39:15Z https://ir.uitm.edu.my/id/eprint/98151/ 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad Mat Saad, Nur Hamizah Analysis In the technology era, information is just at our fingertip. Many information nowadays can be search in digitize way. The output of the data is still in the listed form. This linear (one dimension) form makes user hardly to find information related to the data requested. There are many way that the search data can be display. In addition, Malay document are still displayed in textual listed form. Thus, prototype of 2 dimension is develop by using Malay document. With this prototype, users are able to see the graphical relationship between relevant Hadith documents based on selection of term. TF*IDF method used to develop vector space model for term document relationship. While Cosine Similarity technique use for document-document relationship. After the prototype has develop and able to run smoothly, the functionality and usability test is done. The discussion is done base on the survey form given to the user. Most of the users agree that functions in the prototype give many benefits. Moreover, they find that display information in 2 dimensional is more interesting as compare to linear form. 2012 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/98151/1/98151.pdf 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad. (2012) Degree thesis, thesis, Universiti Teknologi MARA (UiTM).
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 Analysis
spellingShingle Analysis
Mat Saad, Nur Hamizah
2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
description In the technology era, information is just at our fingertip. Many information nowadays can be search in digitize way. The output of the data is still in the listed form. This linear (one dimension) form makes user hardly to find information related to the data requested. There are many way that the search data can be display. In addition, Malay document are still displayed in textual listed form. Thus, prototype of 2 dimension is develop by using Malay document. With this prototype, users are able to see the graphical relationship between relevant Hadith documents based on selection of term. TF*IDF method used to develop vector space model for term document relationship. While Cosine Similarity technique use for document-document relationship. After the prototype has develop and able to run smoothly, the functionality and usability test is done. The discussion is done base on the survey form given to the user. Most of the users agree that functions in the prototype give many benefits. Moreover, they find that display information in 2 dimensional is more interesting as compare to linear form.
format Thesis
author Mat Saad, Nur Hamizah
author_facet Mat Saad, Nur Hamizah
author_sort Mat Saad, Nur Hamizah
title 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
title_short 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
title_full 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
title_fullStr 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
title_full_unstemmed 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad
title_sort 2d visualization of terms and documents in malay language / nur hamizah mat saad
publishDate 2012
url https://ir.uitm.edu.my/id/eprint/98151/1/98151.pdf
https://ir.uitm.edu.my/id/eprint/98151/
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score 13.211869