• DocumentCode
    2140391
  • Title

    Emotion sense ontology to avoid human error on Autonomous Decentralized Multi-Layered Cache system

  • Author

    Takahashi, Hironao ; Malik, Khalid Mahmood ; Takahashi, Rikyo ; Mori, Kinji

  • Author_Institution
    DTS Inc, DaiichiJisho-Ueno Building 5F, 3-39-5 Higashiueno, Taitou-ku, Tokyo 110-0015 Japan
  • fYear
    2013
  • fDate
    6-8 March 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In the control of operation of the machinery and equipment of vehicles human error by operator makes accidents and disasters. In information technology system, there are also some accidents to system failure and data lost by the human error by operator. It is one of big issue for assurance system. To avoid human error by operator, emotion sense evaluation by Ontology rule is proposed. We configure this approach on Autonomous Decentralized Multi-Layered Cache system (ADMLC). We selected Galvanic Skin Response (GSR) value as the factor of human emotion for each operator. We try to sense operator unstable emotion by GSR value then request other operator to check whether his command order is true or not. We evaluated GSR value of nine operators by a week. Each operator has different GSR value and it is depending on person and environment. The analyzing method, Ontology rule is utilized in this proposal. Its rule engine always records the GSR value for ontology rule engine. The dynamic value of GSR shows operator´s emotion in real time. Ontology rule engine decision makes the result of GSR value using the historical data. The result of emotion sense accuracy shows more than 90 % by evaluation. By the Ontology emotion sense rule engine on ADMLC system, it shows as one of possibility of method to avoid the system failure or data lost by the human error.
  • Keywords
    Accuracy; Databases; Decision making; Engines; Ontologies; Sensors; Skin; ADMLC; GSR; Human error; Ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Autonomous Decentralized Systems (ISADS), 2013 IEEE Eleventh International Symposium on
  • Conference_Location
    Mexico City, Mexico
  • Print_ISBN
    978-1-4673-5069-3
  • Type

    conf

  • DOI
    10.1109/ISADS.2013.6513401
  • Filename
    6513401