NLP Approach for Discrimination Prevention in Data Mining

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Provided by: Institute of Research and Journals (IRAJ)
Topic: Big Data
Format: PDF
The data mining is an increasingly important technology for extracting useful knowledge that is hidden in large collections of data. There are however negative social realization about data mining, which consist of mainly potential privacy incursion and potential discrimination. Discrimination consists of unfairly treating people on the basis of belonging to specific group. Now-a-days for taking automated decisions automated data collection and the data mining techniques are used like loan granting/denial, insurance premium calculations, etc.
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