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For desired results in the above-mentioned fields, proper management and utilization of required and relevant data is very important and has a huge impact. This talk will explore and demonstrate the benefits of data curation applied as an initial step in many of data driven research fields and applications, such as healthcare, user privacy, social media analysis, and personalized recommendations. 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