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Image Credit: Arxiv

Data Requirement Goal Modeling for Machine Learning Systems

  • Machine Learning (ML) has been integrated into various software and systems.
  • Data requirement goal modeling (DRGM) is proposed to guide non-experts in identifying data requirements for ML systems.
  • DRGM is built by surveying white literature and allows customization based on different project needs.
  • The proposed approach aligns with real-world projects, demonstrating its practicality and effectiveness.

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