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PMData: A sports logging dataset [post]

Vajira Thambawita, Steven Hicks, Hanna Borgli, Svein Arne Pettersen, Dag Johansen, Håvard Johansen, Tomas Kupka, Håkon Kvale Stensland, Debesh Jha, Tor-Morten Grønli, Per Morten Fredriksen, Ragnhild Eg (+8 others)
2020 unpublished

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In this paper, we present the PMdata dataset that aims to combine the traditional lifelogging with sports activity logging. Such a dataset enables development of several interesting analysis applications, e.g., where additional sports data can be used to predict and analyze everyday developments like a person's weight and sleep patterns, and where traditional lifelog data can be used in a sports context to predict an athletes performance. In this respect, we have used the Fitbit Versa 2
more » ... ch wristband, the PMSYS sports logging app, and Google forms for the data collection. PMData contains logging data of 12 persons from a period of 3 months. Our initial experiments show that such analyses are possible, but there are still large rooms for improvements.
doi:10.31219/osf.io/k2apb fatcat:aq6guqsganbyxc5tsiwf4vjlvm
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Vajira Thambawita, Steven Hicks, Hanna Borgli, Svein Arne Pettersen, Dag Johansen, Håvard Johansen, Tomas Kupka, Håkon Kvale Stensland, Debesh Jha, Tor-Morten Grønli, Per Morten Fredriksen, Ragnhild Eg, Kjeld Hansen, Siri Fagernes, Andreas Biorn-Hansen, Duc-Tien Dang-Nguyen, Hugo L. Hammer, Ramesh Jain, Michael Riegler, Pål Halvorsen. "PMData: A sports logging dataset." (2020)