Hybrid Algorithm for Privacy Preserving Association Rule Mining

Provided by: Science Publications
Topic: Data Management
Format: PDF
The objective of the hybrid algorithm for privacy preserving data mining is to hide certain sensitive information so that they cannot be discovered through association rule mining techniques. The sensitive items whether in Left Hand Side (LHS) or Right Hand Side (RHS) of the rule cannot be inferred through association rule mining algorithms by combining the concept of Increase Support of Left hand side (ISL) and Decrease Support of Right hand side (DSR) algorithms i.e., by increasing and decreasing the support of the LHS and RHS item of the rule respectively.

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