A Probabilistic Relational Student Model for Virtual Laboratories

J. Noguez, L.E. Sucar
Sixth Mexican International Conference on Computer Science (ENC'05)  
The main purpose of this work is to develop an intelligent tutor system coupled to a robotics virtual laboratory, in order to offer a tutored virtual learning environment. The student model is the main component of this intelligent tutoring systems (ITS). We propose a probabilistic relational model to characterize the students, so the domain can be represented in terms of entities, their properties, and the relations between them. In this way we obtain a compact and natural representation,
more » ... can be learned from data, by combining the results from the students interaction with the virtual laboratory and the models for similar students.
doi:10.1109/enc.2005.7 dblp:conf/enc/NoguezS05 fatcat:2hcjvl2o75bbnd4vht6xqs6ihq