Discovery of activity patterns using topic models

@inproceedings{Huynh2008DiscoveryOA,
  title={Discovery of activity patterns using topic models},
  author={T{\^a}m Huynh and Mario Fritz and Bernt Schiele},
  booktitle={UbiComp},
  year={2008}
}
In this work we propose a novel method to recognize daily routines as a probabilistic combination of activity patterns. The use of topic models enables the automatic discovery of such patterns in a user's daily routine. We report experimental results that show the ability of the approach to model and recognize daily routines without user annotation. 
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