Adaptive Educational Software by Applying Reinforcement Learning

Autor/in	Bennane, Abdellah
Titel	Adaptive Educational Software by Applying Reinforcement Learning
Quelle	In: Informatics in Education, 12 (2013) 1, S.13-27 (15 Seiten)Infoseite zur Zeitschrift PDF als Volltext kostenfreie Datei Verfügbarkeit
Sprache	englisch
Dokumenttyp	gedruckt; online; Zeitschriftenaufsatz
ISSN	1648-5831
Schlagwörter	Computer Software; Educational Technology; Artificial Intelligence; Reinforcement; Bayesian Statistics; Technology Integration; Intelligent Tutoring Systems; Models; Computation + Suchen Sie Ihr Suchwort? Unterrichtsmedien; Künstliche Intelligenz; Positive Verstärkung; Intelligentes Tutorsystem; Analogiemodell
Abstract	The introduction of the intelligence in teaching software is the object of this paper. In software elaboration process, one uses some learning techniques in order to adapt the teaching software to characteristics of student. Generally, one uses the artificial intelligence techniques like reinforcement learning, Bayesian network in order to adapt the system to the environment internal and external conditions, and allow this system to interact efficiently with its potentials user. The intention is to automate and manage the pedagogical process of tutoring system, in particular the selection of the content and manner of pedagogic situations. Researchers create a pedagogic learning agent that simplifies the manual logic and supports progress and the management of the teaching process (tutor-learner) through natural interactions. (As Provided).
Anmerkungen	Vilnius University Institute of Mathematics and Informatics, Lithuanian Academy of Sciences. Akademjos str. 4, Vilnius LT 08663 Lithuania. Tel: +37-5-21-09300; Fax: +37-5-27-29209; e-mail: info@mii.vu.lt; Web site: http://www.mii.lt/informatics_in_education/
Erfasst von	ERIC (Education Resources Information Center), Washington, DC
Update	2020/1/01