This chapter develops a research agenda for big and open data in smart cities on the basis of a thorough literature discussion of Actor Network Theory and the key concepts of urban governance and complexity. It sheds light on the challenges that emerge from the intensified interactions between the social and the physical aspects of urban dynamics in the smart city.