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