Review of a Methodology for Direct and Indirect Discrimination Prevention in Data Mining

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Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
Data mining is a more and more necessary technology for extracting useful data hidden in giant collections of information. There are, however, negative social perceptions concerning data processing, among that potential privacy invasion and potential discrimination. The latter consists of below the belt treating individuals on the premise of their happiness to a selected cluster. Automatic knowledge collection and data processing techniques like classification rule mining have paved the thanks to creating automatic selections, like loan granting/denial, premium computation, etc.
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