Learning Temporal Relations in Smart Home Data

  title={Learning Temporal Relations in Smart Home Data},
  author={Vikramaditya R. Jakkula and Diane J. Cook},
Temporal rule mining and pattern discovery applied to time series data has attracted considerable interest over the last few years. In this paper we consider the problem of learning temporal relations between time intervals in smart home data, which includes physical activities (such as taking pills while at home) and instrumental activities (such as turning on lamps and electronic devices). The purpose of this work is to identify interesting temporal patterns in order to improve prediction of… CONTINUE READING
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