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Autor(en):
Kranz, Matthias; Möller, Andreas; Hammerla, Nils; Diewald, Stefan; Plötz, Thomas; Olivier, Patrick; Roalter, Luis
Titel:
The mobile fitness coach: Towards individualized skill assessment using personalized mobile devices
Abstract:
We report on our extended research on GymSkill, a smartphone system for comprehensive physical exercising support, from sensor data logging, activity recognition to on-top skill assessment, using the phone's built-in sensors. In two iterations, we used principal component breakdown analysis (PCBA) and criteria-based scores for individualized and personalized automated feedback on the phone, with the goal to track training quality and success and give feedback to the user, as well as to engage an...     »
Stichworte:
Skill assessment, Physical exercising, Mobile computing, Mobile HCI, Human-computer interaction, Sports, Activity recognition, Pervasive computing, Ubiquitous computing
Zeitschriftentitel:
Pervasive and Mobile Computing
Jahr:
2013
Band / Volume:
9
Monat:
apr
Heft / Issue:
2
Seitenangaben Beitrag:
203--215
Volltext / DOI:
doi:10.1016/j.pmcj.2012.06.002
Print-ISSN:
1574-1192
Hinweise:
ce:title>Special Section: Mobile Interactions with the Real World
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