Governmental regulations and privacy concerns restrict access to data sets for individuals and only provide researchers with data in aggregated form. However, current machine learning and data mining techniques are restricted in their ability to effectively use such data. These limitations create roadblocks for companies looking for ways to better respond to their consumers’ needs while also providing safety and security for individual users.
