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Scientific experimental data representation standard through knowledge metadata representation model


Citation

Azram, Nur Adila and Atan, Rodziah (2019) Scientific experimental data representation standard through knowledge metadata representation model. Journal of Information and Knowledge Management, 18 (2). ISSN 0219-6492; ESSN: 1793-6926

Abstract

The growth of data from scientific experiments is increasing nowadays. These data came from different experiments done through various laboratory instruments or machines. It became an issue to manage and analyse scientific experimental data because of the heterogeneous nature of data structure and format. This paper proposed a knowledge metadata representation model to standardise the scientific experimental data representation to make it a standard structure. We discussed the methodology of the proposed model and gives the analysis of results. The evaluation and validation of the knowledge metadata representation model, as well as the verification of the metadata elements extraction, show promising results.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
Halal Products Research Institute
DOI Number: https://doi.org/10.1142/S0219649219500229
Publisher: World Scientific Publishing
Keywords: Data standardisation; Knowledge metadata; Scientific experimental data; Laboratory instrument; Representation standard
Depositing User: Mr. Sazali Mohamad
Date Deposited: 12 Aug 2021 10:10
Last Modified: 12 Aug 2021 10:10
Altmetrics: http://www.altmetrics.com/details.php?domain=pasir.upm.edu.my&doi=10.1142/S0219649219500229
URI: http://psasir.upm.edu.my/id/eprint/82065
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