Advertisement

Brave New Realtime World: Introduction

  • Alexander Paprotny
  • Michael Thess
Chapter
  • 1.7k Downloads
Part of the Applied and Numerical Harmonic Analysis book series (ANHA)

Abstract

The chapter offers a general introduction to methods of realtime analytics and sets out their advantages and disadvantages as compared with conventional analytics methods, which learn only from historical data. In particular, we stress the difficulties in the development of theoretically sound realtime analytics methods. We emphasize that such online learning does not conflict with conventional offline learning but, on the opposite, both complement each other. Finally, we give some methodical remarks.

Keywords

Data Mining Method Chess Player Adaptive Finite Element Method Recommendation Engine Data Mining System 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. [Beer59]
    Beer, S.: Cybernetics and Management. English Universities Press, London (1959)Google Scholar
  2. [GV81]
    Glushkov, V.M., Vallakh, V.I.: What is OGAS? (in Russian). Kvant, Nauka (1981)Google Scholar
  3. [Pek77]
    Pekelis V.: Kleine Enzyklopädie von der großen Kybernetik (in German). Kinderbuchverlag, Berlin (Ost) (1977)Google Scholar
  4. [Pia04]
    Pias C.: Zeit der Kybernetik – Eine Einstimmung (in German). In: Cyberntics | Kybernetik. The Macy-Conferences 1946–1953. Band 2. diaphanes, Zürich/Berlin (2004)Google Scholar
  5. [RN02]
    Russell, S.J., Norvig, P.: Artificial Intelligence: A Modern Approach. Prentice Hall, Englewood Cliffs (2002)Google Scholar
  6. [Wien48]
    Wiener, N.: Cybernetics or Control and Communication in the Animal and the Machine. Hermann & Cie Editeurs/The Technology Press/Wiley, Paris/Cambridge, MA/New York (1948)Google Scholar
  7. [Wien64]
    Wiener, N.: God & Golem, Inc. MIT Press, Cambridge (1964)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2013

Authors and Affiliations

  • Alexander Paprotny
    • 1
  • Michael Thess
    • 2
  1. 1.Research and Developmentprudsys AGBerlinGermany
  2. 2.Research and Developmentprudsys AGChemnitzGermany

Personalised recommendations