Observatorio de I+D+i UPM

Memorias de investigación
Artículos en revistas:
Generation of Human Computational Models with Knowledge Engineering
Año:2014
Áreas de investigación
  • Ciencias de la computación y tecnología informática,
  • Telemática,
  • Inteligencia ambiental
Datos
Descripción
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
Internacional
Si
JCR del ISI
Si
Título de la revista
Engineering Applications of Artificial Intelligence
ISSN
0952-1976
Factor de impacto JCR
1,625
Información de impacto
Datos JCR del año 2012
Volumen
35
DOI
Número de revista
Desde la página
259
Hasta la página
276
Mes
SIN MES
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • 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)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Sistemas Inteligentes
  • Departamento: Ingeniería de Sistemas Telemáticos
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