The PhD thesis by Khalid Ali Al Abri focuses on mobility management in smart cities, acknowledging the escalating challenges posed by the massive number of traffic road crashes. The urgent requirement for creative solutions is emphasized by the worldwide impact of road accidents. The research focuses on the identification and management of driving behaviors.