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Image Credit: Arxiv

Combining Abstract Argumentation and Machine Learning for Efficiently Analyzing Low-Level Process Event Streams

  • Monitoring and analyzing process traces is important for modern companies and organizations.
  • Abstract Argumentation Framework (AAF) is used to interpret trace events into corresponding activities.
  • Proposed approach combines machine learning with reason-based analysis for efficient event interpretation.
  • The approach aims to offer explanations for conflicting event interpretations, leveraging prior knowledge to reduce computational costs.

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