A Novel Framework for the Holistic Monitoring and Analysis of Human Behaviour

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Abstract

Recent technological advances have enabled the continuous and unobtrusive monitoring of human behaviour. However, most of the existing studies focus on detecting human behaviour under the limitation of one behavioural aspect, such as physical behaviour and not addressing human behaviour in a broad sense. For this reason, we propose a novel framework that will serve as the principal generator of knowledge on the user’s behaviour. The proposed framework moves beyond the current trends in automatic behaviour analysis by detecting and inferring human behaviour automatically, based on multimodal sensor data. In particular, the framework analyses human behaviour in a holistic approach, focusing on different behavioural aspects at the same time; namely physical, social, emotional and cognitive behaviour. Furthermore, the suggested framework investigates user’s behaviour over different periods, introducing the concept of short-term and long-term behaviours and how these change over time.
Original languageEnglish
Title of host publicationProceedings of 13th International Conference on Ubiquitous Computing and Ambient ‪Intelligence UCAmI 2019
PublisherMultidisciplinary Digital Publishing Institute
DOIs
Publication statusPublished - 20 Nov 2019
Event13th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAMI 2019 - Convent of San Pedro Mártir, Toledo, Spain
Duration: 2 Dec 20195 Dec 2019
Conference number: 13
http://mamilab.esi.uclm.es/ucami2019/

Publication series

NameProceedings MDPI
Number43
Volume2019

Conference

Conference13th International Conference on Ubiquitous Computing and Ambient Intelligence, UCAMI 2019
Abbreviated titleUCAMI 2019
CountrySpain
CityToledo
Period2/12/195/12/19
Internet address

Keywords

  • Smartphone
  • Mobile sensing
  • Wearables
  • Human behaviour
  • Physical behaviour
  • Activity Recognition
  • Cognitive behaviour
  • Social behaviour
  • Emotional behaviour

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  • Cite this

    Konsolakis, K., Hermens, H., & Banos, O. (2019). A Novel Framework for the Holistic Monitoring and Analysis of Human Behaviour. In Proceedings of 13th International Conference on Ubiquitous Computing and Ambient ‪Intelligence UCAmI 2019 (Proceedings MDPI; Vol. 2019, No. 43). Multidisciplinary Digital Publishing Institute. https://doi.org/10.3390/proceedings2019031043