Select two or more frameworks to compare their similarities and differences.
Comparing 1 framework: From Data Quality to Big Data Quality: A Systematization
| Field |
From Data Quality to Big Data Quality: A Systematization 2015 |
|---|---|
| Year | 2015 |
| Title | From Data Quality to Big Data Quality: A Systematization |
| Abstract | Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). |
| Objectives | Systematize the correlation between structural characteristics and quality dimensions in the context of Big Data. |
| Methodology | Systematic literature review and conceptual systematization. |
| Algorithm Used | N/A (Conceptual) |
| Top Model | Big Data Quality Systematization |
| Accuracy | N/A (Conceptual) |
| Advantages | Provides foundational context for applying DQ principles to Big Data and Linked Open Data. |
| Drawbacks | N/A explicitly mentioned. |
| Source | https://www.researchgate.net/publication/283681085_From_Data_Quality_to_Big_Data_Quality#full-text |
| Total Criteria | 7 |
Comparing 7 unique criteria across selected frameworks.
✨ AI-powered semantic analysis enabled
| Criterion |
From Data Quality to Big Data Quality: A Systematization 2015 |
|---|---|
| Accuracy |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definitions:
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| Completeness |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definitions:
|
| Consistency |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definitions:
|
| Timeliness |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definitions:
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| Variety |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definitions:
|
| Volume (Appropriate Amount |
✓ Included
Description: Examines the relationship between Data Quality and Big Data characteristics (Variety, Volume), focusing on various data types (LOD, sensor data). (2015) Definition:
|
| Volume (Appropriate Amount) |
✓ Included
Description: Quality dimension from From Data Quality to Big Data Quality: A Systematization Definition:
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