Knowledge Discovery on Big Data

The figure below (taken from [Thrun, 2018]) shows step-wise process of knowledge discovery, as inspired by [Fayyad et al., 1996, p. 10; Ultsch, 2000b]. The systematic process may contain loops between any steps. This site will show in the future to apply such steps on Big Data.

This site is currently under construction...

Knowledge Discovery Cycle


[Thrun, 2018] Thrun, M. C. Projection-Based Clustering through Self-Organization and Swarm Intelligence , Springer, Heidelberg, ISBN: 978-3658205393, 2018.

[Fayyad et al., 1996] Fayyad, U. M., Piatetsky-Shapiro, G., Smyth, P., & Uthurusamy, R.: Advances in knowledge discovery and data mining, (Vol. 21), Menlo Park, California, USA, American Association for Artificial Intelligence press, ISBN: 0-262-56ß97-6, 1996.

[Ultsch, 2000b] Ultsch, A.: The Neuronal Data Mine, Proc. Proceedings 2nd Int. ICSC Symposium on Neural Computation NC, Berlin, 2000.