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Knowledge Cleaning

  • Umutcan Serles,
  • Dieter Fensel

摘要

One major dimension in which a knowledge graph’s quality can be improved is its correctness. Knowledge cleaning is the task of detecting and correcting errors in a knowledge graph. We introduce different error types that can occur in a knowledge graph and how they can be corrected. Then we present various knowledge cleaning methods and tools.