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CORR
2010
Springer

Integrating User's Domain Knowledge with Association Rule Mining

9 years 2 months ago
Integrating User's Domain Knowledge with Association Rule Mining
This paper presents a variation of Apriori algorithm that includes the role of domain expert to guide and speed up the overall knowledge discovery task. Usually, the user is interested in finding relationships between certain attributes instead of the whole dataset. Moreover, he can help the mining algorithm to select the target database which in turn takes less time to find the desired association rules. Variants of the standard Apriori and Interactive Apriori algorithms have been run on artificial datasets. The results show that incorporating user's preference in selection of target attribute helps to search the association rules efficiently both in terms of space and time.
Vikram Singh, Sapna Nagpal
Added 01 Feb 2011
Updated 01 Feb 2011
Type Journal
Year 2010
Where CORR
Authors Vikram Singh, Sapna Nagpal
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