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Sunday, January 1, 2017

Recognizing Detailed Human Context In-the-Wild from Smartphones and Smartwatches. (arXiv:1609.06354v2 [cs.AI] UPDATED)

We demonstrate usage of smartphones and smartwatches to automatically recognize a person's behavioral context in-the-wild. In our setup, subjects use their own personal phones and engage in regular behavior in their natural environments. Our system fuses complementary information from multi-modal sensors and simultaneously recognizes many contextual attributes from diverse behavioral domains, including work and leisure activities, body movement, transportation, and more. Our large scale labeled dataset is publicly available.



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