Title :
A student agent in a CAI system
Author :
Takahashi, Kenichi ; Ueda, Hiroaki ; Miyahara, Tetsuhiro
Author_Institution :
Hiroshima City Univ., Japan
Abstract :
In this paper, we present a learning simulator that behaves like a student in a CAI (computer aided instruction) system. We call this simulator a student agent. The agent consists of an interface, an inference engine and an inductive logic programming (ILP) system. By using a student agent in a CAI system, a human student can learn as if the student is in a group learning situation. Other possible usage of the learning simulator includes checking the behavior of CAI systems, and for a teacher to check contents for study by observing the response of the simulator. The learning simulator learns interactively. We implement the student agent, using a Prolog interpreter and ILP system FOIL. We show learning results obtained through computer simulations.
Keywords :
computer aided instruction; groupware; inductive logic programming; inference mechanisms; interactive systems; software agents; CAI system; FOIL ILP system; Prolog interpreter; computer aided instruction; group learning situation; inductive logic programming; inference engine; interactive learning; student agent learning simulator; Computational modeling; Computer aided instruction; Computer bugs; Computer simulation; Education; Engines; Humans; Intelligent systems; Learning; Logic programming;
Conference_Titel :
Intelligent Agent Technology, IEEE/WIC/ACM International Conference on
Print_ISBN :
0-7695-2416-8
DOI :
10.1109/IAT.2005.19