RIKD 2010 - 3rd INTERNATIONAL WORKSHOP Reliability Issues in Knowledge Discovery (RIKD 10)

3rd INTERNATIONAL WORKSHOP

Reliability Issues in Knowledge Discovery (RIKD 10)

December 13, 2010, Sydney, Australia

Description

The 3rd International Workshop on Reliability Issues in Knowledge Discovery will focus on the theory and techniques that can ensure the discovered knowledge is reliable and to identify in which cases or under which conditions the discovered knowledge is reliable or the discovery process is robust. In the last 20 years, many data mining algorithms have been developed for the discovery of knowledge from given data bases. However in many cases, the discovery process is not robust or the discovered knowledge is not reliable or even incorrect in certain cases. In some cases, the discovered knowledge may not necessary be the real reflection of the data. Why does this happen? What are major factors which affect the discovery process? How can we make sure that the discovered knowledge is reliable? What are conditions under which a reliable discovery can be assured? These are some interesting questions to be discussed at this workshop.

Key Dates

Deadline for paper submission: 23rd July, 2010
Notification of acceptance: 20th Sept, 2010
Camera-ready* papers: 11th Oct, 2010
Workshop: 13th Dec, 2010