Motivation: ILP for KDD Characteristic company environment:

• Data stored in multiple relation in a normalized format
• Large size of individual relations
• Universal joins impractical, creating redundancies

  Complexity of certain application problems:

• structural data like chemical molecules
• sequence data with time-oriented structure

 

all benefit from the non-propositional, multi-relational capabilities of ILP methods!

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