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.
✨ AI-powered semantic analysis enabled
The following criteria are semantically similar (same concept, different names):
| 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:
🤖 AI-Enhanced Description:
In the ISO/IEC 25012 Data Quality Model, Accessibility is defined as the extent to which data can be easily accessed, retrieved, and used by authorized users, systems, or applications, without significant hindrance or interruption. This criterion is notable for its emphasis on the usability of data within a computer system, highlighting the importance of data accessibility in facilitating data-driven decision-making and workflow efficiency. By evaluating the accessibility of data, organizations can ensure that their data is usable and accessible to those who need it, thereby supporting data-driven business operations. |
| 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:
🤖 AI-Enhanced Description:
In the ISO/IEC 25012 Data Quality Model, the criterion "Accuracy" is defined as the extent to which the data elements conform to the intended meaning, whether in terms of precision, completeness, or truthfulness. This criterion is notable for its emphasis on the precision and completeness of data elements, which distinguishes it from other data quality characteristics that focus solely on the truthfulness of data. The practical significance of this criterion lies in its ability to assess the reliability and trustworthiness of data in a broader sense, encompassing not only factual accuracy but also the completeness and precision of data elements. |
| 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:
|