• DocumentCode
    3214141
  • Title

    Automatic survey processing using a MLP neural net

  • Author

    Lacrama, Dan L. ; Gherhes, Vasile ; Alexa, Florin ; Karnyanszky, Tiberiu M.

  • Author_Institution
    Tibiscus Univ. of Timisoara, Timisoara, Romania
  • fYear
    2010
  • fDate
    23-25 Sept. 2010
  • Firstpage
    123
  • Lastpage
    126
  • Abstract
    This paper presents a method to automatically process the education quality assessment quiz test. The propose technique use Pattern Recognition methodology and the final decision is taken using a MLP neural network. The Xj subject´s answers are numerically encoded in a descriptor vector VXj. This vector is fed to the net and it decides the Xj´s degree of satisfaction or dissatisfaction over the most important characteristics of the educational process in a faculty or a university.
  • Keywords
    data analysis; educational administrative data processing; multilayer perceptrons; pattern recognition; MLP neural net; automatic survey processing; descriptor vector; education quality assessment quiz test; educational process; faculty; numerical encoding; pattern recognition; subject answers; university; Computers; Databases; Materials; Pattern recognition; Quality assessment; Training; automatic evaluation; neural networks; survey;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Network Applications in Electrical Engineering (NEUREL), 2010 10th Symposium on
  • Conference_Location
    Belgrade
  • Print_ISBN
    978-1-4244-8821-6
  • Type

    conf

  • DOI
    10.1109/NEUREL.2010.5644092
  • Filename
    5644092