Title :
Towards a Domain-Independent ITS Middleware Architecture
Author :
Gross, S. ; Mokbel, Bassam ; Hammer, Barbara ; Pinkwart, N.
Author_Institution :
Dept. of Inf., Clausthal Univ. of Technol., Clausthal-Zellerfeld, Germany
Abstract :
Building an Intelligent Tutoring System (ITS) from scratch usually requires technological skills, expertise about the domain and tasks, and pedagogical knowledge. We propose a middleware which facilitates the construction of intelligently supported learning systems independently from the underlying (formalized) domain knowledge using typical re-usable components of ITSs, exchangeable plug-ins, and machine learning techniques running in Matlab. We proved our concept using a web-based programming environment as an example of an user interface component interacting with our ITS middleware.
Keywords :
intelligent tutoring systems; learning (artificial intelligence); middleware; user interfaces; ITS; Matlab; Web-based programming environment; domain knowledge; domain-independent ITS middleware architecture; intelligent tutoring system; machine learning technique; pedagogical knowledge; user interface component; Computer architecture; Educational institutions; Electronic learning; Java; MATLAB; Middleware; intelligent tutoring system architecture;
Conference_Titel :
Advanced Learning Technologies (ICALT), 2013 IEEE 13th International Conference on
Conference_Location :
Beijing
DOI :
10.1109/ICALT.2013.124