Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Generation of Human Computational Models with Knowledge Engineering
Year:2014
Research Areas
  • Information technology and adata processing,
  • Telematics,
  • Environmental intelligence
Information
Abstract
The Ambient Intelligence (AmI) paradigm envisions systems whose central entity is the user. AmI integrates technologies such as Artificial Intelligence, implicit Human Computer Interaction, and Ubiquitous Services. Each capability of AmI systems is oriented towards assistance of humans at work, in the classroom, or even at home. In consequence, the AmI development process usually incorporates the final user since the first stages. However, having users available during all this long process is not always possible. Agent-based social simulations where the users? role is played by simulated entities can be used to make the AmI development process faster and more effective. In this scenario, the modelling of \\{CMHBs\\} (Computational Models of Human Behaviour) is a major challenge. To address this issue, this paper proposes a methodology whose main contributions are: (1) the use of domain experts? knowledge to create CMHBs; (2) a common methodological framework to develop \\{CMHBs\\} by combining information obtained from sensors? perceptions and experts? experiences; and, (3) open source tools to support this development paradigm. The paper also presents a full case of study in a hospital which illustrates: the number of recommendations made by the methodology; the techniques proposed (mainly the use of ontologies and temporal reasoning); and, the potential of the methodology to model the personnel in a hospital
International
Si
JCR
Si
Title
Engineering Applications of Artificial Intelligence
ISBN
0952-1976
Impact factor JCR
1,625
Impact info
Datos JCR del año 2012
Volume
35
Journal number
From page
259
To page
276
Month
SIN MES
Ranking
Participants
  • Autor: Francisco Campuzano (Universidad de Murcia)
  • Autor: Teresa Garcia-Valverde (Universidad de Murcia)
  • Autor: Emilio Serrano Fernandez (UPM)
  • Autor: Juan A. Botia (Universidad de Murcia)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Sistemas Inteligentes
  • Departamento: Ingeniería de Sistemas Telemáticos
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)