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Using Bluetooth proximity sensing to determine where office workers spend time at work.

Bronwyn K ClarkElisabeth A WinklerCharlotte L BrakenridgeStewart G TrostGenevieve N Healy
Published in: PloS one (2018)
The Bluetooth signalling function shows promise for determining where workers spend most of their time (i.e., their office). Placing beacons in multiple locations and using a rule-based decision model improved classification accuracy; however, for workplace locations visited infrequently or with considerable movement, accuracy was below desirable levels. Further development of algorithms is warranted.
Keyphrases
  • machine learning
  • deep learning
  • big data
  • artificial intelligence
  • health promotion