Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data

In recent years, there are various types of data source in different format available in such field that we call heterogeneous data. This project will focus on heterogeneous biological data which is has diversity of sources data in a form of files and databases. Biological data sources store life sc...

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Main Author:	Beeran Kutty, Suhaili
Format:	Thesis
Language:	English
Published:	2009
Subjects:	QA75 Electronic computers Computer science
Online Access:	http://eprints.utm.my/id/eprint/12049/4/SuhailiBeeranKuttyMFSKSM2009.pdf
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id	my-utm-ep.12049
record_format	uketd_dc
spelling	my-utm-ep.120492017-09-20T08:54:16Z Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data 2009-10 Beeran Kutty, Suhaili QA75 Electronic computers. Computer science In recent years, there are various types of data source in different format available in such field that we call heterogeneous data. This project will focus on heterogeneous biological data which is has diversity of sources data in a form of files and databases. Biological data sources store life sciences information that get from several finding techniques like experiments or computational technologies and the data consists o f various file format such as flat file, XML and pdb file and also cover in different data types such as genome, proteome metabolic pathways and regulatory pathways[1]. It is difficult to manage these several heterogeneity sources and these sources work dependently where biologist or researchers need to access them one by one to complete their tasks and experiments. It is time consuming and because of that, information integration approaches have been introduces where several databases can be made to work together. Three principal approaches of information integration are federation, warehousing and mediation [2] where each of this has their own advantages and disadvantages. Focusing on combining of warehousing and mediation approach that a complementary of advantages and disadvantages of both approaches. Response time of retrieval data in mediation, warehousing and combination of both approaches is subject to be analyses. 2009-10 Thesis http://eprints.utm.my/id/eprint/12049/ http://eprints.utm.my/id/eprint/12049/4/SuhailiBeeranKuttyMFSKSM2009.pdf application/pdf en public masters Universiti Teknologi Malaysia, Faculty of Computer Science and Information Systems Faculty of Computer Science and Information System
institution	Universiti Teknologi Malaysia
collection	UTM Institutional Repository
language	English
topic	QA75 Electronic computers Computer science
spellingShingle	QA75 Electronic computers Computer science Beeran Kutty, Suhaili Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
description	In recent years, there are various types of data source in different format available in such field that we call heterogeneous data. This project will focus on heterogeneous biological data which is has diversity of sources data in a form of files and databases. Biological data sources store life sciences information that get from several finding techniques like experiments or computational technologies and the data consists o f various file format such as flat file, XML and pdb file and also cover in different data types such as genome, proteome metabolic pathways and regulatory pathways[1]. It is difficult to manage these several heterogeneity sources and these sources work dependently where biologist or researchers need to access them one by one to complete their tasks and experiments. It is time consuming and because of that, information integration approaches have been introduces where several databases can be made to work together. Three principal approaches of information integration are federation, warehousing and mediation [2] where each of this has their own advantages and disadvantages. Focusing on combining of warehousing and mediation approach that a complementary of advantages and disadvantages of both approaches. Response time of retrieval data in mediation, warehousing and combination of both approaches is subject to be analyses.
format	Thesis
qualification_level	Master's degree
author	Beeran Kutty, Suhaili
author_facet	Beeran Kutty, Suhaili
author_sort	Beeran Kutty, Suhaili
title	Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
title_short	Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
title_full	Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
title_fullStr	Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
title_full_unstemmed	Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
title_sort	comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data
granting_institution	Universiti Teknologi Malaysia, Faculty of Computer Science and Information Systems
granting_department	Faculty of Computer Science and Information System
publishDate	2009
url	http://eprints.utm.my/id/eprint/12049/4/SuhailiBeeranKuttyMFSKSM2009.pdf
_version_	1747814888816771072

Comparative study between data warehouse and mediation approaches in information integration of heterogeneous biological data

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