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Systematic review of ontology application in data quality

This study presents a systematic review in investigating the adoption of ontology in managing data quality. We study a dataset of 333 paper from journals, conference proceedings and magazine to explore the motivations and limitations in adopting ontology approach to achieve high quality data. Based...

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Main Authors: Mohd Jaya, Mohd Izham, Sidi, Fatimah, Affendey, Lilly Suriani, Ishak, Iskandar
Format: Conference or Workshop Item
Language:English
Published: Faculty of Computer Science and Information Technology, Universiti Putra Malaysia 2015
Online Access:http://psasir.upm.edu.my/id/eprint/77198/1/saes2015-52.pdf
http://psasir.upm.edu.my/id/eprint/77198/
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spelling my.upm.eprints.771982020-03-04T06:58:01Z http://psasir.upm.edu.my/id/eprint/77198/ Systematic review of ontology application in data quality Mohd Jaya, Mohd Izham Sidi, Fatimah Affendey, Lilly Suriani Ishak, Iskandar This study presents a systematic review in investigating the adoption of ontology in managing data quality. We study a dataset of 333 paper from journals, conference proceedings and magazine to explore the motivations and limitations in adopting ontology approach to achieve high quality data. Based on the selection criteria, we then select 9 relevant papers and being discussed further in this paper. From this study, we found that ontology usage eliminated barriers of domain expert involvement in managing data quality, the heterogeneity of data source and data source schema, and also the size of database. Faculty of Computer Science and Information Technology, Universiti Putra Malaysia 2015 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/77198/1/saes2015-52.pdf Mohd Jaya, Mohd Izham and Sidi, Fatimah and Affendey, Lilly Suriani and Ishak, Iskandar (2015) Systematic review of ontology application in data quality. In: 3rd International Symposium on Applied Engineering and Sciences (SAES2015), 23-24 Nov. 2015, Universiti Putra Malaysia. (pp. 293-296).
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This study presents a systematic review in investigating the adoption of ontology in managing data quality. We study a dataset of 333 paper from journals, conference proceedings and magazine to explore the motivations and limitations in adopting ontology approach to achieve high quality data. Based on the selection criteria, we then select 9 relevant papers and being discussed further in this paper. From this study, we found that ontology usage eliminated barriers of domain expert involvement in managing data quality, the heterogeneity of data source and data source schema, and also the size of database.
format Conference or Workshop Item
author Mohd Jaya, Mohd Izham
Sidi, Fatimah
Affendey, Lilly Suriani
Ishak, Iskandar
spellingShingle Mohd Jaya, Mohd Izham
Sidi, Fatimah
Affendey, Lilly Suriani
Ishak, Iskandar
Systematic review of ontology application in data quality
author_facet Mohd Jaya, Mohd Izham
Sidi, Fatimah
Affendey, Lilly Suriani
Ishak, Iskandar
author_sort Mohd Jaya, Mohd Izham
title Systematic review of ontology application in data quality
title_short Systematic review of ontology application in data quality
title_full Systematic review of ontology application in data quality
title_fullStr Systematic review of ontology application in data quality
title_full_unstemmed Systematic review of ontology application in data quality
title_sort systematic review of ontology application in data quality
publisher Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
publishDate 2015
url http://psasir.upm.edu.my/id/eprint/77198/1/saes2015-52.pdf
http://psasir.upm.edu.my/id/eprint/77198/
_version_ 1662756628798111744
score 13.18916

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