Challenges and Trends

  • Longbing Cao
  • Chengqi Zhang
  • Philip S. Yu
  • Yanchang Zhao
Chapter

Abstract

This chapter introduces the challenges and trends of data mining and knowledge discovery from data (KDD). We emphasize the issues surrounding real-world data mining, distinguish data-centered data mining from domain driven data mining, and propose the trends from data-centered hidden pattern discovery to domain driven actionable knowledge delivery(AKD) as a new KDD paradigm shift.

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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  • Longbing Cao
    • 1
  • Chengqi Zhang
    • 1
  • Philip S. Yu
    • 2
  • Yanchang Zhao
    • 1
  1. 1.Fac. Engineering & Information Tech. Centre for Quantum Computation and Intelligent SystemsUniversity of Technology, SydneySydneyAustralia
  2. 2.Department of Computer ScienceUniversity of Illinois, ChicagoChicagoUSA

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