Data quality and the Internet of Things

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Document Outline

• Data quality and the Internet of Things
  • Abstract
  • 1 Introduction
  • 2 Concepts and related studies
    • 2.1 Concepts: data quality, dimension and manifestation
    • 2.2 Related studies
  • 3 Research method
    • 3.1 Define the scope of the review
      • 3.1.1 Establishment of inclusion and exclusion criteria
      • 3.1.2 Identification of fields of research
      • 3.1.3 Selection of databases and outlets
      • 3.1.4 Formulation of search terms
    • 3.2 Search for initial list of articles
    • 3.3 Select relevant papers
    • 3.4 Analyze data from the included studies
  • 4 Results
    • 4.1 Research themes
    • 4.2 Dimensions and manifestations of DQ problems
      • 4.2.1 Accuracy
      • 4.2.2 Timeliness
      • 4.2.3 Completeness
      • 4.2.4 Utility
      • 4.2.5 Data volume
      • 4.2.6 Concordance
    • 4.3 Methods used to measure DQ
  • 5 Discussion
    • 5.1 Research themes
    • 5.2 Dimension and manifestation of DQ problems
    • 5.3 Methods used to measure DQ in IoT
    • 5.4 Implications
    • 5.5 Limitations
  • 6 Conclusion
  • Appendix
  • References