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The last few years have seen remarkable advances in the fields of body area networks and pervasive computing. These technologies generate large volumes of data that need to be processed, reasoned about, and acted upon. In this paper, we review the role that artificial intelligence plays in meeting this need and provide an overview of AI research projects that are making use or enhancing these technologies.