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

Mat Saad, Nur Hamizah (2012) 2D Visualization of terms and documents in Malay language / Nur Hamizah Mat Saad. Degree thesis, Universiti Teknologi MARA (UiTM).

Abstract

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.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Mat Saad, Nur Hamizah
2009547971
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Ismail, Normaly Kamal
UNSPECIFIED
Subjects: Q Science > QA Mathematics > Analysis
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Computer and Mathematical Sciences
Programme: Bachelor Of Computer Science (Hons)
Keywords: Malay document, prototype, Cosine Similarity technique
Date: 2012
URI: https://ir.uitm.edu.my/id/eprint/98151
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