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This book addresses the human face of Ambient Intelligence (AmI) in terms of cognitive, emotional, affective, behavioral, and conversational features pertaining to various application domains, where AmI systems and environments show human-like understanding and exhibit intelligent behavior in relation to a variety of aspects of human functioning - states and processes of human users. These systems and environments are imminent since they use essentially the state-of-the-art enabling technologies and computational processes and capabilities underlying the functioning of AmI. It also includes ambitious ideas within the same realm whose realization seems to be still far away due to unsolved technological and social challenges. In doing so, it details the rich potential of AmI from a technological, human and social perspective; the plethora of difficult encounters and the potential bottlenecks involved in making AmI a reality, a deployable and achievable paradigm; and the existing and future prerequisite technologies. It moreover discusses the recent discoveries and established knowledge in human-directed sciences and their application and convergence in the ambit of computing, as well as the application and convergence of major current and future computing trends.