Learning to teach database design by trial and error

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dc.contributor.author Iglesias, Ana
dc.contributor.author Martínez Fernández, Paloma
dc.contributor.author Cuadra Fernández, María Dolores
dc.contributor.author Castro Galán, Elena
dc.contributor.author Fernández, Fernando
dc.date.accessioned 2015-01-12T09:49:38Z
dc.date.available 2015-01-12T09:49:38Z
dc.date.issued 2002-04-03
dc.identifier.bibliographicCitation ICEIS 2002 Proceedings: Fourth International Conference on Enterprise Information Systems, Ciudad Real, Spain, April 3-6, 2002. Volume 1. Portugal: ICEIS Press, 2002, pp. 500-505.
dc.identifier.isbn 972-98050-6-7
dc.identifier.other D.L. 176839/02
dc.identifier.uri http://hdl.handle.net/10016/19832
dc.description Proceedings of: 4th International Conference on Enterprise Information Systems (ICEIS 2002), Ciudad Real, Spain, April 3-6, 2002
dc.description.abstract The definition of effective pedagogical strategies for coaching and tutoring students according to their needs in each moment is a high handicap in ITS design. In this paper we propose the use of a Reinforcement Learning (RL) model, that allows the system to learn how to teach to each student individually, only based on the acquired experience with other learners with similar characteristics, like a human tutor does. This technique avoids to define the teaching strategies by learning action policies that define what, when and how to teach. The model is applied to a database design ITS system, used as an example to illustrate all the concepts managed in the model.
dc.format.extent 6
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher ICEIS Press
dc.rights © ICEIS Press 2002
dc.subject.other Intelligent tutoring system
dc.subject.other Reinforcement learning
dc.subject.other Pedagogical strategies
dc.subject.other Coaching and tutoring
dc.title Learning to teach database design by trial and error
dc.type conferenceObject
dc.type conferenceObject
dc.type bookPart
dc.relation.publisherversion http://www.iceis.org/Abstracts/2002/ICEIS_2002_abstracts.htm
dc.subject.eciencia Informática
dc.rights.accessRights openAccess
dc.type.version publishedVersion
dc.relation.eventdate April 3-6, 2002
dc.relation.eventnumber 4
dc.relation.eventplace Ciudad Real (Spain)
dc.relation.eventtitle International Conference on Enterprise Information Systems (ICEIS 2002)
dc.relation.eventtype proceeding
dc.identifier.publicationfirstpage 500
dc.identifier.publicationissue 1
dc.identifier.publicationlastpage 505
dc.identifier.publicationtitle ICEIS 2002 Proceedings: Fourth International Conference on Enterprise Information Systems, Ciudad Real, Spain, April 3-6, 2002
dc.identifier.uxxi CC/0000019472
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