DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT
Collections of data is crucial across a wide variety of field because of increasing data rapidly year by year. These collections are important for many organizations to make a correct decision using business intelligent applications. A business intelligent application must have capability to coll...
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my-umt-ir.-156382022-01-17T07:56:28Z DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT MOHD KAMIR YUSOF Collections of data is crucial across a wide variety of field because of increasing data rapidly year by year. These collections are important for many organizations to make a correct decision using business intelligent applications. A business intelligent application must have capability to collect and integrate all data from different data sources. One of the challenges in development of business intelligent application is data integration. This challenge is happened because of data structure are different. This research is looking for suitable data integration model in order to allows data integration from different data sources. Native XML (NXD) is one the model has been used in data integration. In this model, elements and attributes for each data are extract and store into Relational Database Management System (RDBMS). Meanwhile, the value for each element and attribute are stored in XML format. Based on the experiments has been done by previous researchers, NXD can produce a better performance during data insertion response time and query processing response time using SigmodRecord and DBLP datasets. However, the efficiency of NXD still has room for improvement. In the initial experiment, list of special character can be removed to improve the performance of NXD has been idenfitied in the SigmodRecord and DBLP datasets. UNIVERSITI MALAYSIA TERENGGANU 2021-05 Thesis en http://umt-ir.umt.edu.my:8080/handle/123456789/15638 http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/15638/3/license.txt 8a4605be74aa9ea9d79846c1fba20a33 http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/15638/1/Abstract.pdf f4b6c8d94e44c89623af9d8c0af15433 http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/15638/2/Full%20Thesis%20-MOHD%20KAMIR%20YUSOF.pdf d6642fcd33f8e60ff94edd800619b03c |
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Universiti Malaysia Terengganu |
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UMT Repository System |
language |
English |
description |
Collections of data is crucial across a wide variety of field because of increasing data
rapidly year by year. These collections are important for many organizations to make
a correct decision using business intelligent applications. A business intelligent
application must have capability to collect and integrate all data from different data
sources. One of the challenges in development of business intelligent application is
data integration. This challenge is happened because of data structure are different.
This research is looking for suitable data integration model in order to allows data
integration from different data sources. Native XML (NXD) is one the model has been
used in data integration. In this model, elements and attributes for each data are extract
and store into Relational Database Management System (RDBMS). Meanwhile, the
value for each element and attribute are stored in XML format. Based on the
experiments has been done by previous researchers, NXD can produce a better
performance during data insertion response time and query processing response time
using SigmodRecord and DBLP datasets. However, the efficiency of NXD still has
room for improvement. In the initial experiment, list of special character can be
removed to improve the performance of NXD has been idenfitied in the SigmodRecord
and DBLP datasets. |
format |
Thesis |
author |
MOHD KAMIR YUSOF |
spellingShingle |
MOHD KAMIR YUSOF DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
author_facet |
MOHD KAMIR YUSOF |
author_sort |
MOHD KAMIR YUSOF |
title |
DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
title_short |
DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
title_full |
DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
title_fullStr |
DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
title_full_unstemmed |
DATA INTEGRATION MODEL FOR FASTER DATA EXTRACTION AND RETRIEVAL FROM SEMI-STRUCTURED DATA FORMAT |
title_sort |
data integration model for faster data extraction and retrieval from semi-structured data format |
granting_institution |
UNIVERSITI MALAYSIA TERENGGANU |
url |
http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/15638/1/Abstract.pdf http://umt-ir.umt.edu.my:8080/jspui/bitstream/123456789/15638/2/Full%20Thesis%20-MOHD%20KAMIR%20YUSOF.pdf |
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