Privacy Preservation Using Discrimination Prevention Methods in Data Mining

In data mining, discrimination is a very important issue when considering the legal and ethical aspects of privacy preservation. It is clearer that most of the people do not have a wish to discriminated based on their race, nationality, religion, age and so on. This problem mainly arises when these kind of attributes are used for decision making purpose such as giving them a job, loan, insurance etc. For this reason discovering such attributes and eliminating them from the training data without affecting their decision-making utility is essential.

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE) Topic: Data Management Date Added: Dec 2013 Format: PDF

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