Towards improving data quality using ontology application approach

Citation

Mohd Jaya, Mohd Izham and Sidi, Fatimah and Affendey, Lilly Suriani and Ishak, Iskandar and A. Jabar, Marzanah (2015) Towards improving data quality using ontology application approach. In: 3rd International Symposium on Applied Engineering and Sciences (SAES2015), 23-24 Nov. 2015, Universiti Putra Malaysia. (pp. 108-110).

Abstract

This study presents a systematic review in investigating the adoption of ontology in managing data quality. We studied a dataset of 333 papers from journals, conference proceedings and magazines 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 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.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Computer Science and Information Technology
Publisher:	Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
Keywords:	Ontology; Data quality; Systematic review
Depositing User:	Nabilah Mustapa
Date Deposited:	04 Mar 2020 01:36
Last Modified:	04 Mar 2020 01:36
URI:	http://psasir.upm.edu.my/id/eprint/77161
Statistic Details:	View Download Statistic

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