Laboratory instruments' produced scientific data standardization through the use of metadata
The progression of scientific data from various laboratory instruments is increasing these days. As different laboratory instruments hold different structures and formats of data, it became a concern in the management and analysis of data because of the heterogeneity of data structure and format. Th...
| Main Authors: | , , |
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| Format: | Article |
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Karadeniz Technical University
2021
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| Online Access: | http://psasir.upm.edu.my/id/eprint/94003/ |
| _version_ | 1848861894663733248 |
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| author | Azram, Nur Adila Atan, Rodziah Ibrahim, Fahmi |
| author_facet | Azram, Nur Adila Atan, Rodziah Ibrahim, Fahmi |
| author_sort | Azram, Nur Adila |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | The progression of scientific data from various laboratory instruments is increasing these days. As different laboratory instruments hold different structures and formats of data, it became a concern in the management and analysis of data because of the heterogeneity of data structure and format. This paper offered a metadata structure to standardize the laboratory instruments' -produced scientific data to attain a standard structure and format. This paper contains explanation regarding the methodology and the use of proposed metadata structure, before summarizing the implementation and its related result analysis. The proposed metadata structure extraction shows promising results based on conducted evaluation and validation. |
| first_indexed | 2025-11-15T13:08:23Z |
| format | Article |
| id | upm-94003 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T13:08:23Z |
| publishDate | 2021 |
| publisher | Karadeniz Technical University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-940032023-04-06T03:26:42Z http://psasir.upm.edu.my/id/eprint/94003/ Laboratory instruments' produced scientific data standardization through the use of metadata Azram, Nur Adila Atan, Rodziah Ibrahim, Fahmi The progression of scientific data from various laboratory instruments is increasing these days. As different laboratory instruments hold different structures and formats of data, it became a concern in the management and analysis of data because of the heterogeneity of data structure and format. This paper offered a metadata structure to standardize the laboratory instruments' -produced scientific data to attain a standard structure and format. This paper contains explanation regarding the methodology and the use of proposed metadata structure, before summarizing the implementation and its related result analysis. The proposed metadata structure extraction shows promising results based on conducted evaluation and validation. Karadeniz Technical University 2021 Article PeerReviewed Azram, Nur Adila and Atan, Rodziah and Ibrahim, Fahmi (2021) Laboratory instruments' produced scientific data standardization through the use of metadata. Turkish Journal of Computer and Mathematics Education, 12 (3). 2146 - 2151. ISSN 1309-4653 https://turcomat.org/index.php/turkbilmat/article/view/1157 10.17762/turcomat.v12i3.1157 |
| spellingShingle | Azram, Nur Adila Atan, Rodziah Ibrahim, Fahmi Laboratory instruments' produced scientific data standardization through the use of metadata |
| title | Laboratory instruments' produced scientific data standardization through the use of metadata |
| title_full | Laboratory instruments' produced scientific data standardization through the use of metadata |
| title_fullStr | Laboratory instruments' produced scientific data standardization through the use of metadata |
| title_full_unstemmed | Laboratory instruments' produced scientific data standardization through the use of metadata |
| title_short | Laboratory instruments' produced scientific data standardization through the use of metadata |
| title_sort | laboratory instruments' produced scientific data standardization through the use of metadata |
| url | http://psasir.upm.edu.my/id/eprint/94003/ http://psasir.upm.edu.my/id/eprint/94003/ http://psasir.upm.edu.my/id/eprint/94003/ |