• DocumentCode
    2229129
  • Title

    A Hybrid Case Based Reasoning Approach for Wine Classification

  • Author

    Policastro, C.A. ; Carvalho, Andre C. P. L. F. ; Delbem, Alexandre C. B. ; Mattoso, L.H.C. ; Minatti, E. ; Ferreira, E.J. ; Borato, C.E. ; Zanus, M.C.

  • Author_Institution
    Univ. of Sao Paulo, Sao Carlos
  • fYear
    2007
  • fDate
    20-24 Oct. 2007
  • Firstpage
    395
  • Lastpage
    400
  • Abstract
    There is an increasing concern with the quality of beverage products, like water, milk, wine and coffee. For wine, in particular, the evaluation is usually performed by human tasters, which may require a long time for their training. Moreover, the use of human tasters usually presents high financial and health costs and has a strong subjective component. The quality control of beverages may strongly benefit from the automatic monitoring of their properties by using taste sensors and intelligent systems. This work investigates how the application of a artificial intelligence, more specifically a hybrid case-based system, can lead to an efficient tool for wine quality monitoring. For such, a set of measures extracted by a set of taste sensors is analysed by an intelligent hybrid system. Experimental results show the ability of the proposed system to evaluate wine quality.
  • Keywords
    case-based reasoning; chemioception; quality control; wine industry; artificial intelligence; automatic monitoring; beverages; human taster; hybrid case based reasoning; intelligent hybrid system; quality control; taste sensor; wine classification; wine quality monitoring; Artificial intelligence; Computerized monitoring; Costs; Dairy products; Humans; Hybrid intelligent systems; Intelligent sensors; Performance evaluation; Quality control; Sensor systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications, 2007. ISDA 2007. Seventh International Conference on
  • Conference_Location
    Rio de Janeiro
  • Print_ISBN
    978-0-7695-2976-9
  • Type

    conf

  • DOI
    10.1109/ISDA.2007.64
  • Filename
    4389640