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Journal of Mobile Multimedia 2022 Best Paper Award for their paper Mobile Crowd-sourced Data Fusion and Urban Traffic Estimation. This paper introduces a novel approach to urban traffic estimation, utilizing crowd-sourced data from drivers and mobile users through GPS-equipped devices. The proposed system was successfully deployed in Ho Chi Minh City, Vietnam.