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
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;
Conference_Titel :
Neural Network Applications in Electrical Engineering (NEUREL), 2010 10th Symposium on
Conference_Location :
Belgrade
Print_ISBN :
978-1-4244-8821-6
DOI :
10.1109/NEUREL.2010.5644092