ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards

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 Edit

Criteria (7)

Name Description Definitions
Accuracy ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Completeness ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Consistency ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Timeliness ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Security ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Compliance ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
Traceability ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO 8000 introduces standardized data governance …
  • Quality dimension from ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards (2015)
  • ISO/IEC 25024 extends ISO 25012 by defining formal methods for measuring data quality, while ISO …
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