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IoT as a Service. Third International Conference, IoTaaS 2017, Taichung, Taiwan, September 20–22, 2017, Proceedings

Research Article

Multiple User Activities Recognition in Smart Home

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  • @INPROCEEDINGS{10.1007/978-3-030-00410-1_24,
        author={YaHua Lee and Fuchun Lin and Wei-Han Chen},
        title={Multiple User Activities Recognition in Smart Home},
        proceedings={IoT as a Service. Third International Conference, IoTaaS 2017, Taichung, Taiwan, September 20--22, 2017, Proceedings},
        proceedings_a={IOTAAS},
        year={2018},
        month={10},
        keywords={Wearable device Internet of Things Multiple user activities Artificial neural network Decision tree Simple logistic regression},
        doi={10.1007/978-3-030-00410-1_24}
    }
    
  • YaHua Lee
    Fuchun Lin
    Wei-Han Chen
    Year: 2018
    Multiple User Activities Recognition in Smart Home
    IOTAAS
    Springer
    DOI: 10.1007/978-3-030-00410-1_24
YaHua Lee1,*, Fuchun Lin1,*, Wei-Han Chen1,*
  • 1: National Chiao Tung University
*Contact email: yahua.cs05g@g2.nctu.edu.tw, fjlin@g2.nctu.edu.tw, alwayschoco1213@g2.nctu.edu.tw

Abstract

In this paper, we investigate the problem of recognizing multiuser activities using wearable devices in a home environment. Our research objective is to provide situation awareness so that a smart home can respond to the needs of its residents based on the accurate detection of their activities. In this research, we compare applying artificial neural network, decision tree and simple logistic regression for model construction and activity detection. Moreover, we also evaluate different architectural alternatives of our smart home system in order to discover the best system configuration. Our unique contribution lies on the low cost of the proposed system design.

Keywords
Wearable device Internet of Things Multiple user activities Artificial neural network Decision tree Simple logistic regression
Published
2018-10-17
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-030-00410-1_24
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