Select two or more frameworks to compare their similarities and differences.
Comparing 1 framework: ISO/IEC 25012 Data Quality Model
| Field |
ISO/IEC 25012 Data Quality Model 2014 |
|---|---|
| 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 |
| Total Criteria | 15 |
Comparing 15 unique criteria across selected frameworks.
| Criterion |
ISO/IEC 25012 Data Quality Model 2014 |
|---|---|
| Accessibility |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Accuracy |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Availability |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Completeness |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Compliance |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Confidentiality |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Consistency |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Credibility |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Currentness |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Efficiency |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Portability |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Precision |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Recoverability |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Traceability |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|
| Understandability |
✓ Included
Description: Defines 15 data quality characteristics categorized by Inherent (data itself) and System-Dependent (data quality preserved in a computer system) viewpoints. (2014) Definitions:
|