Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones

What can wearable sensors and usage of smart phones tell us about academic performance, self-reported sleep quality, stress and mental health condition? To answer this question, we collected extensive subjective and objective data using mobile phones, surveys, and wearable sensors worn day and night...

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Bibliographic Details
Main Authors: Phillips, Andrew J., McHill, Andrew W., Czeisler, Charles A., Klerman, Elizabeth B., Sano, Akane, Yu, Amy Z., Taylor, Sara Ann, Jaques, Natasha Mary, Picard, Rosalind W.
Other Authors: Massachusetts Institute of Technology. Media Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2017
Online Access:http://hdl.handle.net/1721.1/110680
https://orcid.org/0000-0003-4484-8946
https://orcid.org/0000-0003-4133-9230
https://orcid.org/0000-0002-8413-9469
https://orcid.org/0000-0002-5661-0022