Skip to main content

The A.I.zeta Framework: An Ontological Approach for AAL Systems Control

  • Conference paper
  • First Online:
Ambient Assisted Living (ForItAAL 2016)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 426))

Included in the following conference series:

  • 599 Accesses

Abstract

The AAL Systems have been devised to monitor the life of persons in their home, in order to infer information on their state of health and to support their wellbeing. The achievement of this purpose is possible by means of various technologies and systems (such as, for instance, home environment sensors, personal sensors and clinical devices). This article describes the design and early development of a software tool, that allows to control an AAL System, completely based on an ontological approach. From this innovative point of view, an ontological formalization is used to describe a domain and to implement an automatic reason. This approach provides a dynamic model that can change its state and expand accordingly to rules that are also a part of the model. Such a description is continually updated with information provided by the AAL System database that reports the significant events recorded by the sensors. Then, exploiting the potential of an OWL-DL reasoner, decisions about the feedbacks that the System have to activate, are inferred.

Guido Matrella—Macro-areas of interest: well-being and active ageing, prevention and lifestyles

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Aloulou H, Mokhtari M, Tiberghien T, Biswas J, Yap P (2014) An adaptable and flexible framework for assistive living of cognitively impaired people. IEEE J Biomed Health Inform 18(1):353–360

    Article  Google Scholar 

  2. Miori V, Russo D (2012) Anticipating health hazards through an ontology-based. In: IoT domotic environment. In 6th International Conference on IMIS, Ubiquitous Computing

    Google Scholar 

  3. Rodner T, Litz L (2013) Data-driven generation of rule-based behavior models for an Ambient assisted living system. In: IEEE Third international conference on consumer electronics, pp 35–38, vol 5

    Google Scholar 

  4. Kwang-Eun K, Kwee-Bo S (2008) Development of context aware system based on Bayesian network driven context reasoning method and ontology context modelling. In: Control, automation and systems

    Google Scholar 

  5. Yuanyuan C, Linmi T, Guangyou X (2009) An event-driven context model in elderly health monitoring. In: Ubiquitous, autonomic and trusted computing

    Google Scholar 

  6. Scalmato A, Sgorbissa A, Zaccaria R (2013) Describing and recognizing patterns of events in smart environments with description logic. Cybern IEEE Transac 43(6):1882–1897

    Article  Google Scholar 

  7. Kurschl W, Mitsch S, Schoenboeck J (2008) An engineering toolbox to build situation aware ambient assisted living systems. Broadband communications, information technology & biomedical applications, 2008 third international conference on, Gauteng, pp 110–116

    Google Scholar 

  8. Ausín D, Castanedo F, López-de-Ipiña D (2012) On the measurement of semantic reasoners in Ambient Assisted Living environments. Intelligent Systems (IS), 2012 6th IEEE international conference, Sofia, pp 082–087

    Google Scholar 

  9. Grguric A, Huljenic D, Mosmondor M (2015) AAL ontology: from design to validation. Communication workshop (ICCW), 2015 IEEE international conference on, London, pp 234–239

    Google Scholar 

  10. http://ewallproject.eu/

  11. Culmone R et al (2014) AAL domain ontology for event-based human activity recognition. Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on, Senigallia, pp 1–6

    Google Scholar 

  12. Mordonini M, Matrella G, Mancin M, Pesci M (2015) An ontology designed for supporting an AAL experience in the framework of the FOOD project. In: Ambient assisted living; biosystems & biorobotics, vol 11, pp 253–263, Springer International Publishing, New York city

    Google Scholar 

  13. http://www.aal-europe.eu

  14. Bianchi V, Grossi F, De Munari I, Ciampolini P (2012) Multi sensor assistant: a multisensor wearable device for ambient assisted living. J Med Imaging Health Inf 2(1):70–75

    Google Scholar 

  15. https://www.w3.org/TR/owl2-overview/

  16. http://www.hermit-reasoner.com/

  17. http://protege.stanford.edu/

  18. http://www.HELICOPTER-aal.eu/

  19. http://www.aal-europe.eu/projects/HELICOPTER

Download references

Acknowledgements

The framework described in this article has used the AAL System developed in the context of the HELICOPTER AAL Project [18, 19] as a reference. In particular, the simulations carried out during the test of the A.I.zeta software, have exploited a database format, modeled on the specifications of the HELICOPTER Project.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guido Matrella .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this paper

Cite this paper

Matrella, G., Mordonini, M., Zanichelli, R., Zini, R. (2017). The A.I.zeta Framework: An Ontological Approach for AAL Systems Control. In: Cavallo, F., Marletta, V., Monteriù, A., Siciliano, P. (eds) Ambient Assisted Living. ForItAAL 2016. Lecture Notes in Electrical Engineering, vol 426. Springer, Cham. https://doi.org/10.1007/978-3-319-54283-6_17

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-54283-6_17

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-54282-9

  • Online ISBN: 978-3-319-54283-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics