2D visualization of terms and documents in Malay language

In the technology era, information is just at our fingertip. Much information nowadays can be searched in digitize way. The output of the data is still in the listed form, and this linear form (one dimension) makes user hardly to find information related to the data requested. In addition, Malay doc...

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Main Authors: Tengku Sembok, Tengku Mohd, Kamal Ismail, Normaly, Mat Saad, Nur Hamizah, Sidi Omar, Sidi Bukhari
Format: Conference or Workshop Item
Language:English
English
Published: 2013
Subjects:
Online Access:http://irep.iium.edu.my/31158/1/Table_of_Content.pdf
http://irep.iium.edu.my/31158/2/54.pdf
http://irep.iium.edu.my/31158/
http://ict4m.org/
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spelling my.iium.irep.311582013-08-13T21:44:56Z http://irep.iium.edu.my/31158/ 2D visualization of terms and documents in Malay language Tengku Sembok, Tengku Mohd Kamal Ismail, Normaly Mat Saad, Nur Hamizah Sidi Omar, Sidi Bukhari H61.8 Communication of information T58.5 Information technology ZA4050 Electronic information resources In the technology era, information is just at our fingertip. Much information nowadays can be searched in digitize way. The output of the data is still in the listed form, and this linear form (one dimension) makes user hardly to find information related to the data requested. In addition, Malay document is still displayed in textual listed form. 676 documents from Jilid 1 of Hadith Al Tarmizi in Malay language are used to visualize the relationship. Method used to develop vector space model for term-document relationship is TF*IDF and Cosine Similarity technique used for document-document relationship. While, Prefuse toolkit is used as the visualization tool. From the 2D graphic, the relationship between Hadis can be found easily. From the questionnaire conducted, 90% participants agree that more relevant documents can be found using the 2D graphics system. 2013 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/31158/1/Table_of_Content.pdf application/pdf en http://irep.iium.edu.my/31158/2/54.pdf Tengku Sembok, Tengku Mohd and Kamal Ismail, Normaly and Mat Saad, Nur Hamizah and Sidi Omar, Sidi Bukhari (2013) 2D visualization of terms and documents in Malay language. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M), 25-27 Mar 2013, Rabat, Moroco. http://ict4m.org/
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic H61.8 Communication of information
T58.5 Information technology
ZA4050 Electronic information resources
spellingShingle H61.8 Communication of information
T58.5 Information technology
ZA4050 Electronic information resources
Tengku Sembok, Tengku Mohd
Kamal Ismail, Normaly
Mat Saad, Nur Hamizah
Sidi Omar, Sidi Bukhari
2D visualization of terms and documents in Malay language
description In the technology era, information is just at our fingertip. Much information nowadays can be searched in digitize way. The output of the data is still in the listed form, and this linear form (one dimension) makes user hardly to find information related to the data requested. In addition, Malay document is still displayed in textual listed form. 676 documents from Jilid 1 of Hadith Al Tarmizi in Malay language are used to visualize the relationship. Method used to develop vector space model for term-document relationship is TF*IDF and Cosine Similarity technique used for document-document relationship. While, Prefuse toolkit is used as the visualization tool. From the 2D graphic, the relationship between Hadis can be found easily. From the questionnaire conducted, 90% participants agree that more relevant documents can be found using the 2D graphics system.
format Conference or Workshop Item
author Tengku Sembok, Tengku Mohd
Kamal Ismail, Normaly
Mat Saad, Nur Hamizah
Sidi Omar, Sidi Bukhari
author_facet Tengku Sembok, Tengku Mohd
Kamal Ismail, Normaly
Mat Saad, Nur Hamizah
Sidi Omar, Sidi Bukhari
author_sort Tengku Sembok, Tengku Mohd
title 2D visualization of terms and documents in Malay language
title_short 2D visualization of terms and documents in Malay language
title_full 2D visualization of terms and documents in Malay language
title_fullStr 2D visualization of terms and documents in Malay language
title_full_unstemmed 2D visualization of terms and documents in Malay language
title_sort 2d visualization of terms and documents in malay language
publishDate 2013
url http://irep.iium.edu.my/31158/1/Table_of_Content.pdf
http://irep.iium.edu.my/31158/2/54.pdf
http://irep.iium.edu.my/31158/
http://ict4m.org/
_version_ 1643609991564754944
score 13.187197