DocumentCode :
1842177
Title :
A mobile expert system for tutoring multiple languages using machine learning
Author :
Virvou, Maria ; Alepis, Efthimios ; Troussas, Christos
Author_Institution :
Dept. of Inf., Univ. of Piraeus, Piraeus, Greece
fYear :
2012
fDate :
24-26 Sept. 2012
Firstpage :
128
Lastpage :
133
Abstract :
Towards the creation of a mobile expert tutoring system that teaches multiple languages, we have incorporated machine learning approaches into a sophisticated mobile system. The mobile system provides adaptivity to user needs based on the creation of user models. The resulting superset that consists of all user/student models is further processed by two machine learning approaches in order to create user model clusters and to provide sophisticated data as stereotypes for new potential users.
Keywords :
expert systems; intelligent tutoring systems; mobile computing; natural language processing; machine learning; mobile expert tutoring system; multiple languages; user model clusters; Adaptation models; Biological system modeling; Clustering algorithms; Educational institutions; Machine learning; Mobile communication; Mobile handsets; k-means algorithm; machine learning; mobile assisted language learning; stereotypes; user modeling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
e-Learning and e-Technologies in Education (ICEEE), 2012 International Conference on
Conference_Location :
Lodz
Print_ISBN :
978-1-4673-1679-8
Type :
conf
DOI :
10.1109/ICeLeTE.2012.6333376
Filename :
6333376
Link To Document :
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