Optimisation du temps de réponse du système de recommandation pour l'évaluation MIMICRY
Identifieur interne : 000682 ( Hal/Curation ); précédent : 000681; suivant : 000683Optimisation du temps de réponse du système de recommandation pour l'évaluation MIMICRY
Auteurs : Damien Follet [France] ; Nicolas Delestre [France] ; Nicolas Malandain [France] ; Laurent Vercouter [France]Source :
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Abstract
Assessment through criteria grids is increasingly widespread. It eases student's learning but also makes assessment harder for teachers. We present a useful, usable and domain-independent criteria-grid assessment recommender system based on machine learning methods. In this article we tested our system on real data for non-trivial skills and found two functional limits. Then we describe a new hypotheses enumeration method that extends one of these: the responding delay.
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It eases student's learning but also makes assessment harder for teachers. We present a useful, usable and domain-independent criteria-grid assessment recommender system based on machine learning methods. In this article we tested our system on real data for non-trivial skills and found two functional limits. Then we describe a new hypotheses enumeration method that extends one of these: the responding delay.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="fr">Optimisation du temps de réponse du système de recommandation pour l'évaluation MIMICRY</title><author role="aut"><persName><forename type="first">Damien</forename><surname>Follet</surname></persName><email>damien.follet@insa-rouen.fr</email><idno type="halauthor">1013518</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Nicolas</forename><surname>Delestre</surname></persName><email>Nicolas.Delestre@insa-rouen.fr</email><ptr type="url" target="http://www.litislab.eu/Members/ndelestre/"></ptr><idno type="halauthor">863485</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Nicolas</forename><surname>Malandain</surname></persName><email></email><idno type="idhal">nicolas-malandain</idno><idno type="halauthor">85378</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Laurent</forename><surname>Vercouter</surname></persName><email>Laurent.Vercouter@insa-rouen.fr</email><idno type="halauthor">1013519</idno><affiliation ref="#struct-23832"></affiliation></author><editor role="depositor"><persName><forename>Nicolas</forename><surname>Delestre</surname></persName><email>Nicolas.Delestre@insa-rouen.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2015-07-17 10:51:38</date><date type="whenModified">2015-07-21 09:08:11</date><date type="whenReleased">2015-07-17 10:51:38</date><date type="whenProduced">2015-06-02</date></edition><respStmt><resp>contributor</resp><name key="146678"><persName><forename>Nicolas</forename><surname>Delestre</surname></persName><email>Nicolas.Delestre@insa-rouen.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-01177819</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-01177819</idno><idno type="halBibtex">follet:hal-01177819</idno><idno type="halRefHtml">Environnements Informatiques pour l'Apprentissage Humain - EIAH 2015, Jun 2015, Agadir, Maroc. Actes de la conférence EIAH 2015</idno><idno type="halRef">Environnements Informatiques pour l'Apprentissage Humain - EIAH 2015, Jun 2015, Agadir, Maroc. Actes de la conférence EIAH 2015</idno></publicationStmt><seriesStmt><idno type="stamp" n="TICE">Bibliothèque TICE</idno><idno type="stamp" n="UNIV-LEHAVRE">Université du Havre</idno><idno type="stamp" n="UNIV-ROUEN">Université de Rouen</idno><idno type="stamp" n="LITIS">Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes</idno><idno type="stamp" n="COMUE-NORMANDIE">Normandie Université</idno><idno type="stamp" n="EIAH">EIAH</idno><idno type="stamp" n="PUBLI-EIAH">Publi-EIAH</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="fr">Optimisation du temps de réponse du système de recommandation pour l'évaluation MIMICRY</title><author role="aut"><persName><forename type="first">Damien</forename><surname>Follet</surname></persName><email>damien.follet@insa-rouen.fr</email><idno type="halAuthorId">1013518</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Nicolas</forename><surname>Delestre</surname></persName><email>Nicolas.Delestre@insa-rouen.fr</email><ptr type="url" target="http://www.litislab.eu/Members/ndelestre/"></ptr><idno type="halAuthorId">863485</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Nicolas</forename><surname>Malandain</surname></persName><idno type="idHal">nicolas-malandain</idno><idno type="halAuthorId">85378</idno><affiliation ref="#struct-23832"></affiliation></author><author role="aut"><persName><forename type="first">Laurent</forename><surname>Vercouter</surname></persName><email>Laurent.Vercouter@insa-rouen.fr</email><idno type="halAuthorId">1013519</idno><affiliation ref="#struct-23832"></affiliation></author></analytic><monogr><title level="m">Actes de la conférence EIAH 2015</title><meeting><title>Environnements Informatiques pour l'Apprentissage Humain - EIAH 2015</title><date type="start">2015-06-02</date><date type="end">2015-06-05</date><settlement>Agadir</settlement><country key="MA">Morocco</country></meeting><imprint></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="fr">French</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">Recommender system</term><term xml:lang="en">criteria grid</term><term xml:lang="en">machine learning</term><term xml:lang="en">domain-independent</term><term xml:lang="en">optimization</term><term xml:lang="fr">Système de recommandation</term><term xml:lang="fr">grille d'évaluation</term><term xml:lang="fr">apprentissage artificiel</term><term xml:lang="fr">indépendant du domaine</term><term xml:lang="fr">optimisation</term></keywords><classCode scheme="halDomain" n="info.eiah">Computer Science [cs]/Technology for Human Learning</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">Assessment through criteria grids is increasingly widespread. It eases student's learning but also makes assessment harder for teachers. We present a useful, usable and domain-independent criteria-grid assessment recommender system based on machine learning methods. In this article we tested our system on real data for non-trivial skills and found two functional limits. Then we describe a new hypotheses enumeration method that extends one of these: the responding delay.</abstract><abstract xml:lang="fr">L'évaluation par grille d'évaluation est de plus en plus répandue. Elle facilite l'apprentissage des apprenants mais augmente la charge d'évaluation des enseignants. Nous proposons un système de recommandation pour l'évaluation par grille de compétences, utile, utilisable, thématiquement indépendant et basé sur l'apprentissage artificiel. Dans cet article nous testons ce système sur des données réelles pour des compétences non triviales. Nous identifions deux limites fonctionnelles et proposons une méthode d'énumération des hypothèses qui repousse l'une de ces limites: le temps de réponse du système.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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