A Hybrid Approach to Privacy Preserving in Association Rules Mining

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Provided by: Advances in Computer Science : an International Journal (ACSIJ)
Topic: Data Management
Format: PDF
Now-a-days, data mining is a useful, yet dangerous technology through which useful information and the relationships between items in a database are detected. Today, companies and users need to share information with others for their progress and they should somehow manage this information sharing for preserving sensitive information. Privacy preserving in data mining was introduced for managing information sharing. This paper presents a hybrid algorithm with distortion technique with both support-based and confidence-based approaches for privacy preserving.
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