ISO/IEC 25012 Data Quality Model

Year: 2014
Title: ISO/IEC 25012 Data Quality Model
Abstract: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints.
Objectives: To provide standardized definitions for data quality characteristics.
Methodology: Standardization process, conceptual definition of characteristics.
Algorithm Used: N/A (Standard)
Top Model: ISO/IEC 25012 Standard
Accuracy: N/A (Standard)
Advantages: Provides comprehensive, standardized vocabulary for DQ characteristics (15 dimensions).
Drawbacks: Generic to all data, not specific to graph structures or semantic relationships.
Source: https://cdn.standards.iteh.ai/samples/35736/3791c8ca8fd64a7fa4c7b629ec8f8524/ISO-IEC-25012-2008.pdf Edit

Criteria (15)

Name Description Definitions
Accuracy Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Completeness Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Consistency Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Credibility Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Currentness Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Accessibility Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Compliance Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Confidentiality Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Efficiency Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Precision Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Traceability Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Understandability Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Availability Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Portability Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
Recoverability Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. …
  • Quality dimension from ISO/IEC 25012 Data Quality Model (2014)
  • Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved …
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