<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="article">
<front>
    <journal-meta>
        <journal-id journal-id-type="publisher-id">INFEDU</journal-id>
        <journal-title-group>
            <journal-title>Informatics in Education</journal-title>
        </journal-title-group>
        <issn pub-type="epub">1648-5831</issn>
        <issn pub-type="ppub">1648-5831</issn>
        <publisher>
            <publisher-name>VU</publisher-name>
        </publisher>
    </journal-meta>
    <article-meta>
                <article-id pub-id-type="publisher-id">INFE170</article-id>
                        <article-id pub-id-type="doi">10.15388/infedu.2010.11</article-id>
                        <article-categories>
            <subj-group subj-group-type="heading">
                <subject>Article</subject>
            </subj-group>
        </article-categories>
                        <title-group>
            <article-title>Tutoring and Multi-Agent Systems: Modeling from Experiences</article-title>
        </title-group>
                        <contrib-group>
                                        <contrib contrib-type="author">
                                                <name>
                    <surname>BENNANE</surname>
                    <given-names>Abdellah</given-names>
                </name>
                                <email xlink:href="mailto:bennanea@yahoo.fr">bennanea@yahoo.fr</email>
                                                <xref ref-type="aff" rid="j_INFEDU_aff_000"/>
                                            </contrib>
                        <aff id="j_INFEDU_aff_000">Centre de formation des inspecteurs de l&#039;enseignement (CFIE) &amp; Centre international de pédagogie et de gestion universitaires (CIPEGU) Université Mohamed 5 Souissi, Rabat, Morocco</aff>
                                </contrib-group>
                                                                            <volume>9</volume>
                                <issue>2</issue>
                                    <fpage>171</fpage>
                        <lpage>184</lpage>
						<pub-date pub-type="epub">
                        <day>15</day>
                                    <month>10</month>
                        <year>2010</year>
        </pub-date>
                                                        <abstract>
                        <p>Tutoring systems become complex and are offering varieties of pedagogical software as course modules, exercises, simulators, systems online or offline, for single user or multi-user. This complexity motivates new forms and approaches to the design and the modelling. Studies and research in this field introduce emergent concepts that allow the tutoring system to interact efficiently with potential users, by enhancing ergonomic service, performing response time and allowing better adaptability. The introduction of concepts such as multi-agent systems (MAS) allowed web technology to improve the process of modeling and designing for distance learning, and thus offer convincing solutions. The presentation of some relevant projects that associate MAS to the Web may highlight the benefits of this association in an innovative way.</p>
                    </abstract>
                <kwd-group>
            <label>Keywords</label>
                        <kwd>agent</kwd>
                        <kwd>environment,</kwd>
                        <kwd>stochastic games</kwd>
                        <kwd>web</kwd>
                        <kwd>reinforcement learning</kwd>
                        <kwd>multi-agent systems</kwd>
                        <kwd>tutoring</kwd>
                    </kwd-group>
    </article-meta>
</front>
</article>
