Collaborative Data Cleaning Framework: a Pilot Case Study for Machine Learning Development
This study experiments with collaborative data cleaning, a pivotal phase in data preparation for both analysis and machine learning. We used a provenance Data Cleaning Model (DCM) for multi-user scenarios to track changes on a dataset and conduct comprehensive experiments that simulate multiple dat...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Edinburgh
2024-12-01
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| Series: | International Journal of Digital Curation |
| Online Access: | https://ijdc.net/index.php/ijdc/article/view/942 |
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