KDD: The last 10 and next 10 years

1
KDD The last 10 and next 10 years

• Rakesh Agrawal
• IBM Almaden Research Center

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A significant development

• Focus on completeness, scalability, and
  performance

3
Harder than I thought

• Formal foundations for data mining
• Principled introduction of domain knowledge in
  the discovery process

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What next

• Continued technology development
• Close coupling with database systems and
  embedding into vertical applications
• OPEN, platform-independent, standards
• Benchmarks
• Auto-focussing
• Key role in the future web applications
• Personalization
• Privacy preserving data mining
• Data mining becomes mainstream