A New Soft Set Based Association Rule Mining Algorithm

Provided by: TechniaJOURNAL
Topic: Big Data
Format: PDF
In this paper a new algorithm has been proposed. Proposed algorithm is suitable for mining association rules containing only Predetermined Data Items (PDIs). In case of databases having uncertain and redundant data, traditional algorithms are not able to offer desired accuracy and performance during mining process. Considering this fact soft set based algorithm has been developed which first performs the application of soft set for handling uncertainity issue and then with the help of PDI constraints performs the identification of transactions containing PDI items.

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