Simply explained, the authors decided to see if they could guess what you'd typed on your mobile phone by looking only at the data stream from the motion sensors as you pecked at the on-screen keys.
The experiment was rather limited, using a dedicated, full-screen application with a numeric keypad. This allowed the researchers to record what keys you'd actually typed, as well as how you'd typed them.
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