1 Scope
2 References
3 Definitions
3.1 Terms defined elsewhere
3.2 Terms defined in this Recommendation
4 Abbreviations and acronyms
5 Conventions
6 Overview of data quality
6.1 Concept of data quality
6.2 Data quality issues
6.3 Data quality classification
7 Data quality management in IoT
7.1 Overview of data quality management
7.2 Data quality management characteristics
8 Requirements to support data quality management in IoT
8.1 General requirements of data quality management
8.2 Requirements in data acquisition phase
8.3 Requirements in data quality assessment phase
8.4 Requirements in data quality evaluation phase
8.5 Requirements in data quality improvement phase
8.6 Requirements in data quality ranking phase
8.7 Requirements in data quality monitoring phase
9 Functional component to support data quality management
9.1 Data acquisition function
9.2 Data quality assessment function
9.3 Data quality evaluation function
9.4 Data quality improvement function
9.5 Data quality ranking capability
9.6 Ongoing data quality monitoring function
Appendix I – Intelligent data quality management using machine learning and
deep learning
I.1 Machine learning based data quality management
I.2 Deep learning based DQM
Bibliography