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This paper introduces the First International Workshop on Mobile Social Signal Processing (SSP). The Workshop aims at bringing together the Mobile HCI and Social Signal Processing research communities. The former investigates approaches for effective interaction with mobile and wearable devices, while the latter focuses on modeling, analysis and synthesis of nonverbal behavior in human{human and human-machine interactions. While dealing with similar problems, the two domains have different goals and methodologies. However, mutual exchange of expertise is likely to raise new research questions as well as to improve approaches in both domains. After providing a brief survey of Mobile HCI and SSP, the paper introduces general aspects of the workshop (including topics, keynote speakers and dissemination means).