Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz

Huge reliance on computer usage in everyday life, leads to a continuous increase of large data applications in textual forms. The data are reposited to a secondary storage for future usage. Therefore, a relational database (RDB) is most commonly used as a backbone in most application software for or...

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Main Author:	Mohamed Shaher Yafooz, Wael
Format:	Book Section
Language:	English
Published:	Institute of Graduate Studies, UiTM 2015
Subjects:	Malaysia
Online Access:	http://ir.uitm.edu.my/id/eprint/19375/ http://ir.uitm.edu.my/id/eprint/19375/1/ABS_WAEL%20MOHAMED%20SHAHER%20YAFOOZ%20TDRA%20VOL%207%20IGS%2015.pdf

id	uitm-19375
recordtype	eprints
spelling	uitm-193752018-06-11T04:57:26Z http://ir.uitm.edu.my/id/eprint/19375/ Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz Mohamed Shaher Yafooz, Wael Malaysia Huge reliance on computer usage in everyday life, leads to a continuous increase of large data applications in textual forms. The data are reposited to a secondary storage for future usage. Therefore, a relational database (RDB) is most commonly used as a backbone in most application software for organising such data into structured form. The RDB has robust and powerful structures for managing, organising, and retrieving the data. However, the database structure can still contain large amounts of unstructured textual data. Dealing with unstructured textual data leads to three basic issues; users encounter difficulties to find useful information, inaccurate information retrieval and insufficient performance of query processing. Attempts have been made to resolve all of these issues by using several methods such as: full text searching, text indexing, a database schema management, database data model, and query-based techniques. However, the front-end approach, in the form of software applications, are still needed to organise the unstructured textual information in the RDB. This study proposes a Textual Virtual Schema Model (TVSM) as the back-end approach to reorganising textual data inside relational databases, while performing automatic semantic linking and clustering assignments… Institute of Graduate Studies, UiTM 2015 Book Section PeerReviewed text en http://ir.uitm.edu.my/id/eprint/19375/1/ABS_WAEL%20MOHAMED%20SHAHER%20YAFOOZ%20TDRA%20VOL%207%20IGS%2015.pdf Mohamed Shaher Yafooz, Wael (2015) Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz. In: The Doctoral Research Abstracts. IGS Biannual Publication, 7 (7). Institute of Graduate Studies, UiTM, Shah Alam.
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Malaysia
spellingShingle	Malaysia Mohamed Shaher Yafooz, Wael Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
description	Huge reliance on computer usage in everyday life, leads to a continuous increase of large data applications in textual forms. The data are reposited to a secondary storage for future usage. Therefore, a relational database (RDB) is most commonly used as a backbone in most application software for organising such data into structured form. The RDB has robust and powerful structures for managing, organising, and retrieving the data. However, the database structure can still contain large amounts of unstructured textual data. Dealing with unstructured textual data leads to three basic issues; users encounter difficulties to find useful information, inaccurate information retrieval and insufficient performance of query processing. Attempts have been made to resolve all of these issues by using several methods such as: full text searching, text indexing, a database schema management, database data model, and query-based techniques. However, the front-end approach, in the form of software applications, are still needed to organise the unstructured textual information in the RDB. This study proposes a Textual Virtual Schema Model (TVSM) as the back-end approach to reorganising textual data inside relational databases, while performing automatic semantic linking and clustering assignments…
format	Book Section
author	Mohamed Shaher Yafooz, Wael
author_facet	Mohamed Shaher Yafooz, Wael
author_sort	Mohamed Shaher Yafooz, Wael
title	Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
title_short	Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
title_full	Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
title_fullStr	Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
title_full_unstemmed	Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz
title_sort	application of clustering in managing unstructured textual data in relational database / wael mohamed shaher yafooz
publisher	Institute of Graduate Studies, UiTM
publishDate	2015
url	http://ir.uitm.edu.my/id/eprint/19375/ http://ir.uitm.edu.my/id/eprint/19375/1/ABS_WAEL%20MOHAMED%20SHAHER%20YAFOOZ%20TDRA%20VOL%207%20IGS%2015.pdf
first_indexed	2023-09-18T23:02:26Z
last_indexed	2023-09-18T23:02:26Z
_version_	1777418262437429248

Application of clustering in managing unstructured textual data in relational database / Wael Mohamed Shaher Yafooz

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