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Semantic and Fuzzy Modelling of Human Behaviour in Smart Spaces. A case study on Ambient Assisted Living and Remote Rehabilitation

Natalia Díaz Rodríguez, M. P. Cuéllar, Johan Lilius, Miguel Delgado Calvo-Flores, Semantic and Fuzzy Modelling of Human Behaviour in Smart Spaces. A case study on Ambient Assisted Living and Remote Rehabilitation. In: R. Bailón-Moreno (Ed.), I Congreso Nacional Multidisciplinar de Jóvenes Investigadores, I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain)., 346–346, http://hdl.handle.net/10481/32082, 2014.

Abstract:

One of the major limitations of the Ambient Intelligent systems today is the lack of semantic models of activities on the environment, so that the system can recognize the specific activity being performed by the user(s) and act accordingly. In this context, we address the general problem of knowledge representation in Smart Spaces. The main objective is to develop knowledge-based models, equipped with semantics to learn, infer and monitor behaviours in Smart Spaces. Moreover, it is easy to recognize that some aspects of this problem have a high degree of uncertainty or vagueness, and therefore, the developed models are equipped with mechanisms to manage this type of information. As an added value, this system should be sufficiently simple and flexible to be managed by non-expert users, thus facilitating the transfer of research to industry. To do this, we will develop graphical models to represent human behaviour in Smart Spaces, in order to provide them with more usability in the final application. As a result, human behaviour recognition can help assisting people with special needs, in remote rehabilitation monitoring and many other cases.

BibTeX entry:

@INPROCEEDINGS{inpDxCuLiDe14a,
  title = {Semantic and Fuzzy Modelling of Human Behaviour in Smart Spaces. A case study on Ambient Assisted Living and Remote Rehabilitation},
  booktitle = {I Congreso Nacional Multidisciplinar de Jóvenes Investigadores, I CNMJI (The National Multidisciplinary Congress of Young Researchers). Granada (Spain).},
  author = {Díaz Rodríguez, Natalia and Cuéllar, M. P. and Lilius, Johan and Delgado Calvo-Flores, Miguel},
  editor = {Bailón-Moreno, R.},
  publisher = {http://hdl.handle.net/10481/32082},
  pages = {346–346},
  year = {2014},
  keywords = {semantics; fuzzy ontologies; human behaviour; smart spaces ; rehabilitation},
}

Belongs to TUCS Research Unit(s): Embedded Systems Laboratory (ESLAB)

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