Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Design and Validation of a Light Inference System to Support Embedded Context Reasoning
Year:2011
Research Areas
  • Engineering,
  • Electronic technology and of the communications
Information
Abstract
Embedded context management in resourceconstrained devices (e.g. mobile phones, autonomous sensors or smart objects) imposes special requirements in terms of lightness for data modelling and reasoning. In this paper, we explore the state-of-the-art on data representation and reasoning tools for embedded mobile reasoning and propose a light inference system (LIS) aiming at simplifying embedded inference processes offering a set of functionalities to avoid redundancy in context management operations. The system is part of a service-oriented mobile software framework, conceived to facilitate the creation of context-aware applications?it decouples sensor data acquisition and context processing from the application logic. LIS, composed of several modules, encapsulates existing lightweight tools for ontology data management and rule-based reasoning, and it is ready to run on Javaenabled handheld devices. Data management and reasoning processes are designed to handle a general ontology that enables communication among framework components. Both the applications running on top of the framework and the framework components themselves can configure the rule and query sets in order to retrieve the information they need from LIS. In order to test LIS features in a real application scenario, an ?Activity Monitor? has been designed and implemented: a personal health-persuasive application that provides feedback on the user?s lifestyle, combining data from physical and virtual sensors. In this case of use, LIS is used to timely evaluate the user?s activity level, to decide on the convenience of triggering notifications and to determine the best interface or channel to deliver these context-aware alerts.
International
Si
JCR
Si
Title
Personal and Ubiquitous Computing
ISBN
1617-4917
Impact factor JCR
1,544
Impact info
Volume
10.1007/s00779-011-0447-4
Journal number
From page
1
To page
17
Month
SEPTIEMBRE
Ranking
14/76 (Telecommunications)
Participants
  • Autor: Josue Iglesias Álvarez (UPM)
  • Autor: Henar Martín Rodríguez (UPM)
  • Autor: Paula Tarrío Alonso (UPM)
  • Autor: Ana Maria Bernardos Barbolla (UPM)
  • Autor: Jose Ramon Casar Corredera (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Procesado de Datos y Simulación (GPDS)-CEDITEC
  • Departamento: Señales, Sistemas y Radiocomunicaciones
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)