• DocumentCode
    468165
  • Title

    A Model of Context Awareness Agent System Based on Dynamic Fuzzy Logic

  • Author

    Zhang, Yu ; Li, Fanzhang

  • Author_Institution
    Soochow Univ., Suzhou
  • Volume
    1
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    555
  • Lastpage
    561
  • Abstract
    One of the main challenges of context-aware computing is how to elicit and represent complex, context-dependent requirements, and use the resulting representation within context-aware applications to support decision-making processes. In this paper, we describe context information with dynamic fuzzy logic and present an Agent-based context-aware system model. Unfortunately, there are often many errors that interfere in the Agent sensors, the process of each Agent communication and the sharing context information of each Agent. In order to robust the context awareness Agent system, we handle these errors with rewards mechanism, so that they do not interfere in the context information learning process. We consider an Agent decider that predicts stock price changes and uses its predictions for selecting actions. The simulation results demonstrate the validity and effectiveness of the proposed algorithm.
  • Keywords
    fuzzy logic; multi-agent systems; agent sensors; context aware computing; context awareness agent system model; context information learning process; decision making process; dynamic fuzzy logic; Computer science; Context awareness; Context modeling; Context-aware services; Fuzzy logic; Information filtering; Pervasive computing; Robustness; Sensor systems; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.62
  • Filename
    4405986