| Study | Architecture | Terminology |
| Big Data Pre-Processing: Closing the Data Quality Enforcement Loop [31] | Three Dimensions | Accuracy, Completeness, Consistency |
| A Hybrid Approach to Quality Evaluation Across Big Data Value Chain [32] | 2 Types, 4 Dimension | Accuracy, Timeliness, Completeness, Consistency |
| Big Data Quality: A Survey [33] | 4 Types 18 Dimensions | Accuracy, Timeliness, Consistency, Completeness Reputation, Relevancy, Accessibility, Quantity, Value-added, Believability Interpretability, Representational, Conciseness of representation, Consistency, Manipulability, Ease of understanding Access, Security |
| Context-Aware Data Quality Assessment for Big Data [34] | 7 Dimensions | Accuracy, Completeness, Consistency, Distinctness, Precision, Timeliness, Volume |
| Data Quality in Big Data Processing: Issues, Solutions, and Open Problems [35] | 4 Dimensions | Availability, Usability, Reliability, Relevance |
| Big Data Quality: A Quality Dimensions Evaluation [36] | 3 Dimensions
| Accuracy, Completeness, Consistency |
| Big Data, Big Data Quality Problem [37] | 7 Dimensions | Accuracy, Precision, Completeness, Consistency, Timeliness, Lineage/Pedigree and Relevance |