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In this paper, we report our advances, choices and first insights in the design of a mobile phone powered data collection platform. We believe that collecting such data is vital to achieve a better understanding/modeling of several phe-nomenons related to human activity (e.g. mobility, social contacts, or terminal failures). However, designing such a platform raised a lot of questions discussed in this paper.
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