A Comparative Survey on Discrimination Prevention Methods in Data Mining

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
In the database large amount of data is collected and that data is analyzed using various data mining techniques. In data mining various issue are there like potential discrimination and privacy invasion. Discrimination is a partial treatment of individual or group based on their actual or perceived membership in certain group or category. Discrimination can be done on attributes like religion, nationality, marital status and age. In data mining classification technique is used for decision making. If training dataset are biased against particular community or nationality then it can be generate discriminatory decision.

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