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<?xml version="1.0" encoding="UTF-8"?>
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<title xml:lang="en-US">Intégration des CBFCM (Case Based Fuzzy Cognitive
Maps) à EulerGUI </title>
<meta name="DCTERMS.title" content="" xml:lang="en-US" />
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<meta name="DCTERMS.creator" content="Nassim DOUALI" />
<meta name="DCTERMS.issued" content="2012-05-11T22:04:00"
scheme="DCTERMS.W3CDTF" />
<meta name="DCTERMS.contributor" content="Jean-Marc Vanel" />
<meta name="DCTERMS.modified" content="2012-05-13T21:13:05"
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<p style="font-size: 20pt">Case Based Fuzzy Cognitive Maps</p>
<p>© Nassim Douali, J.-M. Vanel - 2012</p>
<p></p>
<p>TOC</p>
<p></p>
<div class="toc">
<ul>
<li><a href="#L63">Intégration des Case Based Fuzzy Cognitive Maps à
EulerGUI </a></li>
<li><a href="#L73">CBFCM (Case Based Fuzzy Cognitive Maps)</a></li>
<li><a href="#L3981">Exemple: aide au diagnostic médical</a></li>
<li><a href="#L324">Propriétés utilisées</a></li>
<li><a href="#L398">Autres exemples</a>
<ul>
<li><a href="#L411">Domaine de la musique</a></li>
<li><a href="#L216">Autres domaines</a></li>
</ul>
</li>
<li><a href="#L150">Intégration à EulerGUI Minimal</a></li>
<li><a href="#L161">Références</a></li>
</ul>
</div>
<p></p>
<h2 class="P8" id="L63">Intégration des Case Based Fuzzy Cognitive Maps à
EulerGUI </h2>
<p class="P1"><span class="T1">La vision du web sémantique est de permettre
aux machines d’interpréter et de traiter l'information dans le World Wide
Web afin de mieux assister les êtres humains dans l'exercice de leurs diverses
tâches avec le web. Plusieurs technologies ont été développées pour la
construction et le développement du web sémantique. Les technologies du web
sémantique nous donnent des outils pour décrire et annoter des ressources sur
le web en des méthodes normalisées, par exemple avec le Resource Description
Framework (RDF) et sa liaison au format XML (eXtensible Markup Language XML).
Un autre format existe RDF/Notation 3, il s’agit d’une notation RDF
proposée par Tim Berners Lee comme alternative à RDF/XML. N3 est plus
compacte et plus lisible par les humains que RDF/XML. Le but de la logique N3
est de permettre d’intégrer à un modèle de donnée RDF, des règles
logiques et fournir des fonctions intégrées qui permettent d’accéder et
raisonner sur des données. Ce qui permet d’exprimer des connaissances en
logique N3 pour un objectif précis, connaissances qui seront réutilisées
de façon indépendante des objectifs initiaux, et d’ajouter de nouvelles
connaissances sans modifier les premières.</span></p>
<p class="P1"><span class="T1">Plusieurs types de règles existent pour le web
sémantique : SWRL, N3, et en dehors: RIF, RuleML, Prolog, TPTP ... Le
problème majeur que nous rencontrons est que ces règles sont basées sur un
modèle booléen. La logique booléenne est très utilisée mais elle a ses
limites en application dans le monde réel. Rien n’est absolu et tout est
relatif, la modélisation des système complexes nécessite une adaptation de
ces règles afin de les appliquer.</span></p>
<p class="P2"> </p>
<h2 class="P6" id="L73">CBFCM (Case Based Fuzzy Cognitive Maps)</h2>
<p class="P1"><span class="T1">C’est une méthode de raisonnement
développée par l' INSERM (N. Douali et all) [1] . </span><span
class="T4">CBFCM produit une représentation dynamique qualitative plus
complète des connaissances. La structure des CBFCM est basée sur les
systèmes flous traditionnels [5] avec rétroaction et permet d’exprimer des
relations de causalité non monotone. Elle est composée de nœuds flous
(concepts) et liens flous entre concepts (relations). Dans les CBFCM les
concepts sont des variables floues définies par des fonctions d’appartenance
et des règles floues sont utilisées pour exprimer les relations.</span> </p>
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<div class="P3">
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<span style="height:5.976cm;width:6.38cm; padding:0; " class="fr1"
id="Image_2"><img style="height:5.976cm;width:6.38cm;" alt=""
src="images/cbfcm_diagram.png" /> </span> </div>
<div style="clear:both; line-height:0; width:0; height:0; margin:0; padding:0;">
</div>
<p class="P2">Les concepts d’observation ou d’entrée sont modélisés
comme étant des sous ensembles flous et qui ont une relation avec des concepts
de décision. Cette relation a un poids qui peut avoir une valeur négative si
la présence du concept observé diminue la possibilité du concept de sortie
(décision). En plus de ce système de prédiction heuristique les CBFCM
propose une couche de règles qui permet de contrôler ce raisonnement et
d’ajouter des règles à base de cas (similarité) permettant ainsi de créer
un profil pour chaque cas.</p>
<h2 id="L3981">Exemple: aide au diagnostic médical</h2>
<p></p>
<p class="P2">Les données sont exprimées en N3 et la base de connaissances
des CBFCM est composée d’un ensemble de règles floues (Case Based) et des
règles qui définissent notre carte cognitive. Voici un exemple de règles
CBFCM :</p>
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<span style="height:6.396cm;width:16.002cm; padding:0; " class="fr1"
id="Image_1"><img style="height:6.396cm;width:16.002cm;" alt="" 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"
/> </span></div>
<div style="clear:both; line-height:0; width:0; height:0; margin:0; padding:0;">
</div>
<p class="P2">Cette méthode a été appliquée dans plusieurs domaines en
médecine, et peut être utilisée pour modéliser d’autres types de
connaissances. Cette méthode est basée sur le moteur d’inférence
EulerSharp (Eye) [2] développé par Jos De Roo.</p>
<p></p>
<p class="P2">Voici un exemple de fichier de données CBFCM en N3 :<a></a></p>
<pre>(:patient005 dco:FlankPain) fl:mu 1.
(:patient005 dco:Fever) fl:mu 1.
(:patient005 dco:Chills) fl:mu 1.
(:patient005 dco:Female) fl:mu 1.
(:patient005 dco:Dysuria) fl:mu 1.
(:patient005 dco:UrineDipstickTest) fl:mu 1.</pre>
<p></p>
<p class="P2">Voici un exemple de fichier de résultat CBFCM en N3 :<a></a></p>
<!--Next 'div' was a 'text:p'.-->
<div class="P3">
<!--Next '
span' is a draw:frame.
-->
<span style="height:4.225cm;width:14.542cm; padding:0; " class="fr1"
id="Image_3"><img style="height:4.225cm;width:14.542cm;" alt=""
src="images/cbfcm_result.png" /> </span> </div>
<div style="clear:both; line-height:0; width:0; height:0; margin:0; padding:0;">
</div>
<p class="P4">Chaque résultat va avoir un degré de croyance allant de 0 à 1
. Dans cet exemple médical deux décisions sont prises en compte (car degré
supérieur à 0,99).</p>
<h2 id="L324">Propriétés utilisées</h2>
<p>Voici la documentation sur les prédicats utilisés : <a
href="http://eulersharp.svn.sourceforge.net/viewvc/eulersharp/trunk/2003/03swap/fl-rules.html">fl-rules</a></p>
<p></p>
<h2 id="L398">Autres exemples</h2>
<h3 id="L411">Domaine de la musique</h3>
<ul>
<li>- la personne :p aime le rock à 90% , le reggae à 50% , etc</li>
<li>- "I shot the Sheriff" par Eric Clapton est 60% genre reggae, et 40%
rock</li>
<li>- quels sont les pourcentages pour :p sur ce morceau ?</li>
</ul>
<p></p>
<p class="P2">Voici un exemple de fichier de données CBFCM en N3 :<a></a></p>
<pre>( :p :RockSong ) fl:mu 0.5 .
( :p :ReggaeSong ) fl:mu 0.9 .
( :RockSong dbpedia:I_shot_the_Sheriff ) fl:sigma 0.4 .
( :ReggaeSong dbpedia:I_shot_the_Sheriff ) fl:sigma 0.6 .</pre>
<p></p>
<p>Alors le résultat inclut :</p>
<pre>(<music.n3#p> dbpedia:I_shot_the_Sheriff ) fl:pi 0.5786813773590332 .</pre>
<p>Ce coefficient répresente une mesure de la préférence de la personne :p
par rapport à ce morceau. S'il y avait d'autres morceaux dans la base de
connaissances, on pourrait alors ordonner selon ce coefficient.</p>
<p>Pour faire la liaison avec l'example précédent, le genre de musique est
homologue au symptome, et le morceau de musique est homologue au diagnostic.</p>
<p>Le fichier de données est disponible ici sur Internet: <a
href="https://deductions.svn.sourceforge.net/svnroot/deductions/fcm/music.n3">music.n3</a>
.</p>
<p></p>
<p>Note: comme la sémantique de fl:mu est une relation d'appartenance à un
ensemble, et qu'une personne n'est pas une chanson, on aimerait plutôt pouvoir
écrire ceci :</p>
<p></p>
<pre>:p :hasTaste [ :hasGenre :ReggaeSong ; hasDegree 0.5 ].
:p :hasTaste [ :hasGenre :RockSong ; hasDegree 0.9 ].</pre>
<p></p>
<p>mais il faudrait de toute façon transformer ceci dans la formulation
ci-dessous pour rentrer dans le moule du prédicat fl:mu .</p>
<p></p>
<h3 id="L216">Autres domaines</h3>
<ul>
<li>- choisir un itinéraire en fonction des moyens de transports
disponibles, et de préférences ( priorité au temps ou à la commodité
ou au prix)</li>
<li>- choisir un vin en fonction d'un plat et de quelques bouteilles (en
réutilisant l'ontologie connue des vins)</li>
<li>- aussi dans le domaine de la musique:</li>
</ul>
<ul>
<li>en fonction des musiques déjà entendues, avec leurs genres, suggérer
de nouveaux morceaux, c à d. le classement par rapport à l'apartenance à
la classe Musique aimée</li>
<li>remarque; on aimerait classifier des triplets qui ne sont pas des
rdf:type</li>
</ul>
<p></p>
<p></p>
<h2 class="P7" id="L150">Intégration à EulerGUI Minimal</h2>
<p class="P1"><a href="../documentation.html#L953">EulerGUI minimal</a> est une
nouvelle version de l’environnement de développement du web sémantique
EulerGUI [4] , dont les fonctionnalités sont restreintes au raisonnement sur
le web sémantique. Cette interface graphique simplifie l’utilisation des
CBFCM avec l’intégration de l’éditeur puissant Open Source JEdit et
l’intégration du moteur EulerSharp. EulerGui Minimal intègre aussi
GraphViz. </p>
<p>Dès qu'un fichier référencie le préfixe <code>fl:</code> avec l'URI qui
correspond, le projet sur Internet qui comprend le fichier de règles floues,
le plugin et la requête est automatiquement ajouté au projet.</p>
<p></p>
<h2 class="P7" id="L161">Références</h2>
<h1 class="References"></h1>
<p><a
id="a__1__Douali_N__Papageorgiou_E__De_Roo_J__Jaulent_MC__Case_Based_Fuzzy_Cognitive_Maps__New_method_for_medical_reasoning_–_Fuzzy_systems__Fuzz-ieee_2011__Pages_844-850_"><span>[1]</span></a>
<span class="T3">Douali N, Papageorgiou E, De Roo J, Jaulent MC. </span><span
class="T2">Case Based Fuzzy Cognitive Maps: New method for medical reasoning
– Fuzzy systems, Fuzz-ieee 2011. Pages 844-850.</span></p>
<p><a
id="a__2__Jos_De_Roo__Eye_note__http___eulersharp_sourceforge_net_2003_03swap_eye-note_txt___last_accessed_on_April_10th__2012__"><span>[2]
</span></a><span class="T3">Jos De Roo. Eye note. </span></p>
<p><a href="http://eulersharp.sourceforge.net/2003/03swap/eye-note.txt"><span
class="T2">http://eulersharp.sourceforge.net/2003/03swap/eye-note.txt</span></a><span
class="T2">. (last accessed on April 10th, 2012).</span></p>
<p><a
id="a__3__Tim_Berners-Lee__Dan_Connolly__Lalana_Kagal__Yosi_Scharf__N3Logic__A_Logical_Framework_For_the_World_Wide_Web"><span>[3]</span></a>
Tim Berners-Lee, Dan Connolly, Lalana Kagal, Yosi Scharf. “N3Logic: A Logical
Framework For the World Wide Web”. Theory and Practice of Logic Programming
(2008), 8:249-269 Cambridge University Press Copyright © Cambridge University
Press 2008</p>
<p><a
id="a__4__EulerGUI_Manual_http___eulergui_sourceforge_net_documentation_html"><span>[4]</span></a>
EulerGUI Manual <a
href="http://eulergui.sourceforge.net/documentation.html">http://eulergui.sourceforge.net/documentation.html</a></p>
<p>[5] <a href="http://en.wikipedia.org/wiki/Fuzzy_logic">Fuzzy logic sur
Wikipedia</a></p>
<p></p>
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</html>