Scientific experimental data representation standard through knowledge metadata representation model
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 f...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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World Scientific Publishing
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/82065/ http://psasir.upm.edu.my/id/eprint/82065/1/Scientific%20experimental%20data%20representation%20standard%20through%20knowledge%20metadata%20representation%20model.pdf |
| _version_ | 1848859229660643328 |
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| author | Azram, Nur Adila Atan, Rodziah |
| author_facet | Azram, Nur Adila Atan, Rodziah |
| author_sort | Azram, Nur Adila |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T12:26:01Z |
| format | Article |
| id | upm-82065 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T12:26:01Z |
| publishDate | 2019 |
| publisher | World Scientific Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-820652021-08-12T10:10:52Z http://psasir.upm.edu.my/id/eprint/82065/ Scientific experimental data representation standard through knowledge metadata representation model Azram, Nur Adila Atan, Rodziah 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. World Scientific Publishing 2019 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/82065/1/Scientific%20experimental%20data%20representation%20standard%20through%20knowledge%20metadata%20representation%20model.pdf 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 https://www.worldscientific.com/doi/10.1142/S0219649219500229 10.1142/S0219649219500229 |
| spellingShingle | Azram, Nur Adila Atan, Rodziah Scientific experimental data representation standard through knowledge metadata representation model |
| title | Scientific experimental data representation standard through knowledge metadata representation model |
| title_full | Scientific experimental data representation standard through knowledge metadata representation model |
| title_fullStr | Scientific experimental data representation standard through knowledge metadata representation model |
| title_full_unstemmed | Scientific experimental data representation standard through knowledge metadata representation model |
| title_short | Scientific experimental data representation standard through knowledge metadata representation model |
| title_sort | scientific experimental data representation standard through knowledge metadata representation model |
| url | http://psasir.upm.edu.my/id/eprint/82065/ http://psasir.upm.edu.my/id/eprint/82065/ http://psasir.upm.edu.my/id/eprint/82065/ http://psasir.upm.edu.my/id/eprint/82065/1/Scientific%20experimental%20data%20representation%20standard%20through%20knowledge%20metadata%20representation%20model.pdf |