29 frameworks found
| Framework Name | Year | Dimensions/Criteria | Criteria Count | Actions |
|---|---|---|---|---|
| From Genesis to Maturity: Managing Knowledge Graph Ecosystems Through Life Cycles | 2025 | Accuracy, Consistent representation, Timeliness, Reliability, Reputation, Security, Scalability | 7 | View Details |
| Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs (MAKGED). | 2025 | Accuracy, Objectivity (Consensus, Objectivity (Consensus), Interpretability, Reliability, Consistent representation | 6 | View Details |
| A Novel Customizing Knowledge Graph Evaluation Method for Incorporating User Needs. | 2024 | Accuracy, Relevancy (User Needs, Relevancy (User Needs), Value added, Timeliness (Efficiency, Timeliness (Efficiency) | 6 | View Details |
| Assessing the Quality of a Knowledge Graph via Link Prediction Tasks (LP-Measure) | 2024 | Availability, Licensing, Interlinking, Security, Performance, Relevancy, Trustworthiness, Understandability, Timeliness, Validity, Accuracy, Consistency, Conciseness, Completeness, Interoperability, Interpretability, Versatility | 17 | View Details |
| Contextual knowledge graph approach to bias-reduced decision support systems | 2024 | Objectivity (Bias, Objectivity (Bias), Timeliness, Accuracy, Relevancy, Value added, Fairness | 7 | View Details |
| Continuous Knowledge Graph Quality Assessment through Comparison using ABECTO. | 2024 | Completeness, Accuracy, Consistent representation, Timeliness, Reproducibility | 5 | View Details |
| KGHeartBeat: a Knowledge Graph Quality Assessment Tool | 2024 | Accessibility, Timeliness, Completeness, Accuracy, Consistent representation, Availability | 6 | View Details |
| Quality Without Borders: A Modular Approach to Unified Knowledge Graph Assessment | 2024 | Accessibility, Interpretability, Relevancy, Value added, Consistent representation, Findability | 6 | View Details |
| Knowledge Graph Quality Management: A Comprehensive Survey. | 2023 | Accuracy, Completeness, Consistency, Timeliness, Interpretability, Security, Trustworthiness | 7 | View Details |
| KGMM -A Maturity Model for Scholarly Knowledge Graphs based on Intertwined Human-Machine Collaboration | 2022 | Accuracy, Completeness, Findability, Accessibility, Interoperability, Reusability, Succinctness | 7 | View Details |
| Linked Data Quality Assessment: A Survey | 2022 | Availability, Licensing, Interlinking, Security, Performance, Validity, Accuracy, Consistency, Conciseness, Completeness, Relevancy, Trustworthiness, Understandability, Timeliness, Interoperability, Interpretability, Versatility | 17 | View Details |
| Structural Quality Metrics to Evaluate Knowledge Graph Quality | 2022 | Consistent representation, Concise representation, Interpretability, Ease of understanding, Structural Consistency | 5 | View Details |
| Introducing the Data Quality Vocabulary (DQV) | 2021 | Accuracy, Completeness, Consistency, Credibility, Currentness, Accessibility, Compliance, Confidentiality, Efficiency, Precision, Traceability, Understandability, Availability, Portability, Recoverability | 15 | View Details |
| Knowledge Graph Quality Control: A Survey | 2021 | Accuracy, Completeness, Timeliness, Trustworthiness (Believability, Trustworthiness (Believability), Consistency, Security | 7 | View Details |
| A Scalable Framework for Quality Assessment of RDF Datasets. | 2020 | Timeliness (Performance, Timeliness (Performance), Completeness, Accuracy, Accessibility, Scalability | 6 | View Details |
| F-UJI and FAIR-Checker: Automated FAIR Data Assessment Tools | 2020 | Findability, Accessibility, Interoperability, Reusability, Metadata Objectivity | 5 | View Details |
| FAIR Data Maturity Model: specification and guidelines | 2020 | Findability, Accessibility, Interoperability, Reusability, Metadata Consistency | 5 | View Details |
| A Practical Framework for Evaluating the Quality of Knowledge Graphs. | 2019 | Relevancy, Accuracy, Completeness, Timeliness, Value added | 5 | View Details |
| Efficient Knowledge Graph Accuracy Evaluation | 2019 | Accuracy, Cost Effectiveness (Value added, Cost Effectiveness (Value added), Timeliness (Efficiency focus, Timeliness (Efficiency focus) | 5 | View Details |
| Knowledge Graph Refinement: A Survey of Approaches and Evaluation Methods | 2017 | Accuracy, Completeness, Consistent representation, Refinement (Value added, Refinement (Value added) | 5 | View Details |
| Luzzu - A Methodology and Framework for Linked Data Quality Assessment | 2016 | Availability, Performance, Licencing, Interoperability, Provenance, Conciseness, Versatility, Interpretability, Consistency | 9 | View Details |
| From Data Quality to Big Data Quality: A Systematization | 2015 | Consistency, Accuracy, Completeness, Timeliness, Volume (Appropriate Amount, Volume (Appropriate Amount), Variety | 7 | View Details |
| ISO/IEC 25024 & ISO 8000: Data Quality Measurement and Metadata Standards | 2015 | Accuracy, Completeness, Consistency, Timeliness, Security, Compliance, Traceability | 7 | View Details |
| Quality assessment for Linked Data: A Survey | 2015 | Availability, Licensing, Interlinking, Security, Performance, Validity, Accuracy, Consistency, Conciseness, Completeness, Relevancy, Trustworthiness, Understandability, Timeliness, Interoperability, Interpretability, Versatility | 17 | View Details |
| ISO/IEC 25012 Data Quality Model | 2014 | Accuracy, Completeness, Consistency, Credibility, Currentness, Accessibility, Compliance, Confidentiality, Efficiency, Precision, Traceability, Understandability, Availability, Portability, Recoverability | 15 | View Details |
| Linked Data Quality Assessment through Network Analysis | 2011 | Consistent representation, Accessibility (Connectivity, Accessibility (Connectivity), Completeness, Navigability | 5 | View Details |
| Linked Data – Design Issues. | 2006 | Accessibility, Interpretability, Relevancy (Interlinking, Relevancy (Interlinking), Consistent representation, Interoperability | 6 | View Details |
| Data Quality in Context | 1997 | Accessibility, Accuracy, Appropriate Amount, Believability, Completeness, Concise Representation, Consistent Representation, Ease of Understanding, Interpretability, Objectivity, Relevancy, Reputation, Security, Timeliness, Value … | 15 | View Details |
| Beyond Accuracy: What data quality means to Data Consumers | 1996 | Accessibility, Accuracy, Appropriate Amount, Believability, Completeness, Concise Representation, Consistent Representation, Ease of Understanding, Interpretability, Objectivity, Relevancy, Reputation, Security, Timeliness, Value … | 15 | View Details |