2D text visualization for the retrieval of Malay documents

Search engine applications like Google and Yahoo present their results in the form of onedimensional linear list that usually comprise three times of the screen size per page and several number of pages. The results are displayed in the list of inconsistent declining ranks without displaying its r...

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Main Authors:	Kamal Ismail, Normaly, Tengku Sembok, Tengku Mohd
Format:	Conference or Workshop Item
Language:	English
Published:	WSEAS 2012
Subjects:	QA76 Computer software
Online Access:	http://irep.iium.edu.my/24451/ http://irep.iium.edu.my/24451/ http://irep.iium.edu.my/24451/1/Normaly_Harvard_2012.pdf

id	iium-24451
recordtype	eprints
spelling	iium-244512013-01-16T23:53:55Z http://irep.iium.edu.my/24451/ 2D text visualization for the retrieval of Malay documents Kamal Ismail, Normaly Tengku Sembok, Tengku Mohd QA76 Computer software Search engine applications like Google and Yahoo present their results in the form of onedimensional linear list that usually comprise three times of the screen size per page and several number of pages. The results are displayed in the list of inconsistent declining ranks without displaying its rank values. The one-dimensional linear list display of the results data will cause classification of the results data meaningless. New queries relating to the original query are available, but its relationship strength values are not provided An application that can display all the result data in a two-dimensional text visualization within one page and circular form is proposed. The relationship strength of the result data with the query can be evaluated by finding the distance between the location of the result data to the center of the circle. Classifications that are made in the form of text and color can easily apply to the application. Malay translated Al-Quran and Malay translated hadith are used as corpuses for the application. Three functions in the application display the relationship between words and words, between words and documents, and between documents and documents. Various combinations of formulas can be used to find the values of these relationships that will be used as the rank values in the application. This, two-dimensional text visualization (TDTV), application is evaluated using two mechanisms. First, by solving a task and then, follow by answering the usability questionnaire. The results from the task section show that the variety of related documents can be retrieved in a reasonable time frame. The results from the usability questionnaire show about 75 percent of the respondents agree that the two-dimensional text visualization (TDTV) application is better than applications that display its results in one-dimensional linear list. WSEAS 2012 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/24451/1/Normaly_Harvard_2012.pdf Kamal Ismail, Normaly and Tengku Sembok, Tengku Mohd (2012) 2D text visualization for the retrieval of Malay documents. In: Applied Mathematics in Electrical an Computer Engineering, 25-27 January 2012, Harvard, Cambridge, USA. http://www.wseas.us/e-library/conferences/2012/CambridgeUSA/MATHCC/MATHCC-15.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Kamal Ismail, Normaly Tengku Sembok, Tengku Mohd 2D text visualization for the retrieval of Malay documents
description	Search engine applications like Google and Yahoo present their results in the form of onedimensional linear list that usually comprise three times of the screen size per page and several number of pages. The results are displayed in the list of inconsistent declining ranks without displaying its rank values. The one-dimensional linear list display of the results data will cause classification of the results data meaningless. New queries relating to the original query are available, but its relationship strength values are not provided An application that can display all the result data in a two-dimensional text visualization within one page and circular form is proposed. The relationship strength of the result data with the query can be evaluated by finding the distance between the location of the result data to the center of the circle. Classifications that are made in the form of text and color can easily apply to the application. Malay translated Al-Quran and Malay translated hadith are used as corpuses for the application. Three functions in the application display the relationship between words and words, between words and documents, and between documents and documents. Various combinations of formulas can be used to find the values of these relationships that will be used as the rank values in the application. This, two-dimensional text visualization (TDTV), application is evaluated using two mechanisms. First, by solving a task and then, follow by answering the usability questionnaire. The results from the task section show that the variety of related documents can be retrieved in a reasonable time frame. The results from the usability questionnaire show about 75 percent of the respondents agree that the two-dimensional text visualization (TDTV) application is better than applications that display its results in one-dimensional linear list.
format	Conference or Workshop Item
author	Kamal Ismail, Normaly Tengku Sembok, Tengku Mohd
author_facet	Kamal Ismail, Normaly Tengku Sembok, Tengku Mohd
author_sort	Kamal Ismail, Normaly
title	2D text visualization for the retrieval of Malay documents
title_short	2D text visualization for the retrieval of Malay documents
title_full	2D text visualization for the retrieval of Malay documents
title_fullStr	2D text visualization for the retrieval of Malay documents
title_full_unstemmed	2D text visualization for the retrieval of Malay documents
title_sort	2d text visualization for the retrieval of malay documents
publisher	WSEAS
publishDate	2012
url	http://irep.iium.edu.my/24451/ http://irep.iium.edu.my/24451/ http://irep.iium.edu.my/24451/1/Normaly_Harvard_2012.pdf
first_indexed	2023-09-18T20:36:39Z
last_indexed	2023-09-18T20:36:39Z
_version_	1777409090880798720

2D text visualization for the retrieval of Malay documents

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