PoC 1 Data Quality Validation System: Difference between revisions
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This PoC proposes the development of a functional, open-source toolset to validate and score dataset quality based on the standardized Data Quality Metrics and verification formulas defined in ETSI TR 104 180 (Development and identification of Data Quality Metrics). The PoC will deliver a working, end-to-end pipeline demonstrating the automated assessment of data quality for a target dataset. | This PoC proposes the development of a functional, open-source toolset to validate and score dataset quality based on the standardized Data Quality Metrics and verification formulas defined in ETSI TR 104 180 (Development and identification of Data Quality Metrics). The PoC will deliver a working, end-to-end pipeline demonstrating the automated assessment of data quality for a target dataset. | ||
[http://datawiki.etsi.org/index.php?title=PoC_1_Data_Quality_Validation_System PoC 1 Data Quality Validation System]<br> | |||
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== PoC Proposal == | == PoC Proposal == | ||
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[http://datawiki.etsi.org/index.php?title=PoC_1_Data_Quality_Validation_System PoC 1 Data Quality Validation System] | |||
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== PoC Report == | == PoC Report == | ||
PoC Report is expected in Q1 2026, and | PoC Report is expected in Q1 2026, and | ||
PoC Report is expected in Q3 2026 | PoC Report is expected in Q3 2026 | ||
Revision as of 13:04, 15 January 2026
PoC Team
- Sejong University (SJU)
- EGM
- TTA
- Daejeon University (DJU)
- CNIT
Main Contact
Jaesong Song , Sejong University ,
[1]
Abstract
This PoC proposes the development of a functional, open-source toolset to validate and score dataset quality based on the standardized Data Quality Metrics and verification formulas defined in ETSI TR 104 180 (Development and identification of Data Quality Metrics). The PoC will deliver a working, end-to-end pipeline demonstrating the automated assessment of data quality for a target dataset.
PoC 1 Data Quality Validation System
PoC Proposal
PoC 1 Data Quality Validation System
PoC Topics
This PoC is working on:
PoC Report
PoC Report is expected in Q1 2026, and
PoC Report is expected in Q3 2026