Select two or more frameworks to compare their similarities and differences.
Comparing 1 framework: ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards
| Field |
ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards 2015 |
|---|---|
| Year | 2015 |
| Title | ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards |
| Abstract | ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. |
| Objectives | Define measurable and auditable data quality and metadata quality metrics beyond conceptual modeling. |
| Methodology | International standardization process defining attributes, measures, and compliance verification for data quality evaluation. |
| Algorithm Used | ISO/IEC 25024 Measurement Model; ISO 8000 MDM Framework |
| Top Model | Data Quality Measurement Standards |
| Accuracy | Used in enterprise-level DQ audits; compliance benchmarked via quantifiable characteristics |
| Advantages | Provide measurable, auditable quality control; complement KG governance frameworks with enterprise-grade validation. |
| Drawbacks | Not graph-specific; limited integration with semantic web and RDF-based KGs without mapping extensions. |
| Source | https://www.iso.org/standard/35749.html |
| Total Criteria | 7 |
Comparing 7 unique criteria across selected frameworks.
| Criterion |
ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards 2015 |
|---|---|
| Accuracy |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Completeness |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Compliance |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Consistency |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Security |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Timeliness |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|
| Traceability |
✓ Included
Description: ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance and master data management guidelines. (2015) Definitions:
|