Behavioural Data Modeling: A Case Study in IoT

Jiri Petnik, Lenka Lhotska, Jaromir Dolezal, Jindrich Adolf

2019

Abstract

Modeling and analysis of behaviour by using data extracted from Internet of Things (IoT) sensors is an open area. We take Behaviour Informatics (BI) as a formal representation into account and describe the case study of the apartment monitored by IoT sensors. The case study targets persons who live home alone (e.g., elderly people) without assistants (nurses), or any roommates. We present the apartment as a directed multigraph and propose the model to deal with the conversion of transactional data coming from IoT sensors into behavioural feature space represented by behavioural vectors. Further, the article describes a few use cases which can occur in the apartment with installed sensors and explains how behavioural vectors are created. Last but not least, we present the high-level overview of the complex system for detection and evaluation of behaviour identified from data of IoT sensors.

Paper Citation

in Harvard Style

Petnik J., Lhotska L., Dolezal J. and Adolf J. (2019). Behavioural Data Modeling: A Case Study in IoT. In Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 4: BIOSIGNALS; ISBN 978-989-758-353-7, SciTePress, pages 259-264. DOI: 10.5220/0007691902590264

in Bibtex Style

@conference{biosignals19,
author={Jiri Petnik and Lenka Lhotska and Jaromir Dolezal and Jindrich Adolf},
title={Behavioural Data Modeling: A Case Study in IoT},
booktitle={Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 4: BIOSIGNALS},
year={2019},
pages={259-264},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007691902590264},
isbn={978-989-758-353-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019) - Volume 4: BIOSIGNALS
TI - Behavioural Data Modeling: A Case Study in IoT
SN - 978-989-758-353-7
AU - Petnik J.
AU - Lhotska L.
AU - Dolezal J.
AU - Adolf J.
PY - 2019
SP - 259
EP - 264
DO - 10.5220/0007691902590264
PB - SciTePress