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The ability to generate a meaningful big-data through social media opens many possibilities that never existed before. In traffic management system, there are systems that use user generated contents to brings information about real-time traffic condition, such as waze (www.waze.com). However, those applications do not utilize the available traffic camera network. Second, they do not also utilize...