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Code Analysis Progress

High-Level Analysis

  • Had a meeting with Ahmed, and he asked me to go through the code first to develop an understanding, as it's non-producible due to a missing component.
  • Have gone through the coding files to understand what's happening, performing a high-level analysis of the code.
  • Cross-checking if everything mentioned in the paper has been applied in the code.
  • code analysis done manually and through cursor AI matches whats in ReproducibilityAnalysis.md in PIDDL repo.

Missing Component

  • The missing component is interaction extraction.

  • missing comp2

  • missing comp

  • Currently looking for the missing component in KGAT (link sent by Dr. Ashish).

  • Missing component not found as Shadewatcher divides its provenance graph into subgraphs for better anomaly detection, while a high level overview of KGAT is that it focuses on using the entire graph's high-order relationships for predicting recommendations.