The KDD Process for Extracting Useful Knowledge from Volumes of Data Mining

Pardeep Nehra

Abstract


The aim of this research work is to discover the exception by using the rough set approach and to structure/represent the exceptions in the form of rule pair, a knowledge structure that consist of commonsense rule and exception rule. Knowledge structures are compact representation of rules and increase the comprehensibility. Data mining refers to extracting or mining knowledge from large amounts of data. The overall process of extracting useful information is referred as Knowledge Discovery in Databases. Data mining is particular step in this process application of specific algorithms for extracting patterns (models) from data. Mining exceptions is getting attention of researchers because it is interesting to discover exceptions, as they challenge the existing knowledge, lead to the growth of knowledge in new directions and help decision makers to make right decisions even in rare circumstances.



Keywords


KDD, Data Mining, NN, Rough Set, Fuzzy Set.

Full Text:

PDF

Refbacks

  • There are currently no refbacks.


Copyright (c) 2018 Edupedia Publications Pvt Ltd

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Publisher

EduPedia Publications Pvt Ltd, D-351, Prem Nagar-2, Suleman Nagar, Kirari, Nagloi, New Delhi PIN-Code 110086, India Through Phone Call us now: +919958037887 or +919557022047

All published Articles are Open Access at https://edupediapublications.org/journals/


Paper submission: editor@edupediapublications.com or edupediapublications@gmail.com

Editor-in-Chief       editor@edupediapublications.com

Mobile:                  +919557022047 & +919958037887

Websites   https://edupediapublications.org/journals/.

Journals Maintained and Hosted by

EduPedia Publications (P) Ltd in Association with Other Institutional Partners

http://edupediapublications.org/

Pen2Print and IJR are registered trademark of the Edupedia Publications Pvt Ltd.