DocumentCode :
1808504
Title :
A BDI-based intelligent tutoring module for the e-learning platform INES
Author :
Mikic-Fonte, Fernando A. ; Burguillo-Rial, Juan C. ; Llamas-Nistal, Martín ; Fernández-Hermida, David
fYear :
2010
fDate :
27-30 Oct. 2010
Abstract :
INES (INtelligent Educational System) is an operative prototype of an e-learning platform, which counts with functionalities of Learning Management Systems, Learning Content Management Systems, and Intelligent Tutoring Systems. To achieve these functionalities, our system includes several tools and technologies, such as: i) semantic management of users and contents; ii) an conversational agent to communicate with students in natural language; iii) BDI-based (Believes, Desires, Intentions) agents, which shape the tutoring module of the system; iv) an inference engine; and v) ontologies, to semantically model the users, their activities, and the learning contents. At the present paper we will address the intelligent tutoring module, and more specifically, its BDI-based agents. Briefly, the tasks of these agents are to recognize each student (checking his/her system credentials) and to obtain information about his/her learning progress. So, it can be able to suggest to each one specific tasks to achieve his/her particular learning objectives. The student himself/herself will decide if he/she accepts these tasks or ask for other ones. These new requested tasks can be delivered or not by the intelligent tutoring module, taking into account its decisions, which are based in several parameters related to the existing learning paths and the student´s profile.
Keywords :
inference mechanisms; intelligent tutoring systems; multi-agent systems; ontologies (artificial intelligence); BDI-based agents; BDI-based intelligent tutoring module; conversational agent; e-learning platform INES; inference engine; intelligent educational system; intelligent tutoring systems; learning content management systems; learning management systems; ontologies; Conferences; Engines; Java; Least squares approximation; Ontologies; Semantics; BDI; Intelligent tutors; e-Learning platforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Frontiers in Education Conference (FIE), 2010 IEEE
Conference_Location :
Washington, DC
ISSN :
0190-5848
Print_ISBN :
978-1-4244-6261-2
Electronic_ISBN :
0190-5848
Type :
conf
DOI :
10.1109/FIE.2010.5673365
Filename :
5673365
Link To Document :
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