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2008 Third International Conference on Internet and Web Applications and Services
Employing Bayes Classifier for Improving Learner's Proficiency
June 08-June 13
ISBN: 978-0-7695-3163-2
ASCII Text
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Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu, "Employing Bayes Classifier for Improving Learner's Proficiency," Internet and Web Applications and Services, International Conference on, pp. 38-42, 2008 Third International Conference on Internet and Web Applications and Services, 2008.
 
 
BibTex
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@article{ 10.1109/ICIW.2008.16,
author = {Dumitru Dan Burdescu and Marian Cristian Mihaescu and Bogdan Logofatu},
title = {Employing Bayes Classifier for Improving Learner's Proficiency},
journal ={Internet and Web Applications and Services, International Conference on},
volume = {0},
year = {2008},
isbn = {978-0-7695-3163-2},
pages = {38-42},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIW.2008.16},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Internet and Web Applications and Services, International Conference on
TI - Employing Bayes Classifier for Improving Learner's Proficiency
SN - 978-0-7695-3163-2
SP38
EP42
A1 - Dumitru Dan Burdescu,
A1 - Marian Cristian Mihaescu,
A1 - Bogdan Logofatu,
PY - 2008
KW - Bayes procedures
KW - Educational technology
VL - 0
JA - Internet and Web Applications and Services, International Conference on
ER -
 
Improving learner's proficiency is a continuous issue in e-Learning systems. This paper presents a solution for advising the learner regarding the resources he should access and study in order to obtain a required proficiency level. The solution uses a Naïve Bayes as classification algorithm with input data represented by learner's performed activities. The performed activities are logged and used as training and testing data. The obtained classifier is used for new students and provides them with necessary information regarding what resources need to access and study.
Index Terms:
Bayes procedures, Educational technology
Citation:
Dumitru Dan Burdescu, Marian Cristian Mihaescu, Bogdan Logofatu, "Employing Bayes Classifier for Improving Learner's Proficiency," iciw, pp.38-42, 2008 Third International Conference on Internet and Web Applications and Services, 2008
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