From: <far...@us...> - 2014-03-21 19:21:56
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Revision: 4250 http://sourceforge.net/p/dl-learner/code/4250 Author: farshadbadie Date: 2014-03-21 19:21:47 +0000 (Fri, 21 Mar 2014) Log Message: ----------- All FuzzyDL issues fixed. Modified Paths: -------------- trunk/test/fuzzydll/fuzzy_trains.conf Added Paths: ----------- trunk/README-FuzzyDL trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl.owl trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl.pprj trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl.repository trunk/test/fuzzydll/EvKnowledge/EvKnowledge.pprj trunk/test/fuzzydll/EvKnowledge/People.owl trunk/test/fuzzydll/EvKnowledge/People.pprj trunk/test/fuzzydll/EvKnowledge/catalog-v001.xml trunk/test/fuzzydll/EvKnowledge/gurobi.txt trunk/test/fuzzydll/fuzzyOWL2fuzzyDLparserOutput.fuzzyDL.txt Added: trunk/README-FuzzyDL =================================================================== --- trunk/README-FuzzyDL (rev 0) +++ trunk/README-FuzzyDL 2014-03-21 19:21:47 UTC (rev 4250) @@ -0,0 +1,67 @@ +Instructions: +============= + +Instruction of first installation of Fuzzy DL + + 1. Download from http://gaia.isti.cnr.it/~straccia/software/fuzzyDL/fuzzyDL.html + + 2. Unzip the folder + + 3. the "FuzzyDL" folder is the main folder + + 4. Locating the SolverLinux dynamic libraries at |/usr/lib|, |lib| or |/usr/local/lib| directories, + 4.1. But you can add the path of the binary file to the library path by modifying the variable |LD_LIBRARY_PATH|. + For instance, if the libraries are in the same directory as the binary file, you can write in a terminal: export LD_LIBRARY_PATH=.:$LD_LIBRARY_PATH + + 5. Must be ready for the execution as follow + 5.a. java -jar FuzzyDL.jar filename + 5.b. To read in the file. Some parameters are taken from the CONFIG file + 5.c. To select the semantics, change the 'solver' parameter in the CONFIG file z (for Zadeh) / l (for Luaksiewicz)/ c (for Classical) + + 6. Alternatively, leave the dynamic libraries in solverLinux and define: + export LD_LIBRARY_PATH=$HOME/Linux/FuzzyDL/solverLinux + +---------------------------------------------------------------------------- + +Instruction of first installation of Gurobi Optimizer + +1. To Register and download from +http://pages.gurobi.com/DownloadRegistration.html?/download/gurobi-optimizer + +Note: Maybe it only works with an older release like 5.0.2. Still needs to be verified. + +2. Choose a destination directory. Actually, /opt is used for installation. + +3. To copy the Gurobi distribution to that directory and extract the contents. + Extraction will create a sub-directory gurobi560/linux64 . Also, The <installdir> would be /opt/gurobi560/linux64. + +4. In order to allow executable files to be found when needed, you have to modify a few environment variables: + • GUROBI_HOME should point to the <installdir>. + • PATH should be extended to include <installdir>/bin. + • LD_LIBRARY_PATH should be extended to include <installdir>/lib. + +5. In the case of using bash shell, need to add the following lines to the .bashrc files as follow: + • export GUROBI_HOME="/opt/gurobi560/linux64" + • export PATH="${PATH}:${GUROBI_HOME}/bin" + • export LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:${GUROBI_HOME}/lib" + +6. If LD_LIBRARY_PATH is not already set, you would use the following instead: + export LD_LIBRARY_PATH="${GUROBI_HOME}/lib" (for Eclipse projects, this path has to be added to the environment variables). + +7. Ready to proceed to Obtain and Install the Gurobi License. +7.1. see the Licenses page: http://www.gurobi.com/de/download/licenses/current + +7.2. Free Academic tab -> Accept Agreement -> Request License -> clicking on the License ID +7.3. Run the grbgetkey command like: grbgetkey 253e22f3-... + +7.4. In order to save the license key, recommended to accept the default location (hitting Enter) + +8. When you run the Gurobi Optimizer, it will look for the gurobi.lic key file in /opt/gurobi and /opt/gurobi560. + +9. If you choose to put the license key file in a non-default location, you should add a line like the following to you .bashrc file + (For setting the environment variable) + + export GRB_LICENSE_FILE=/usr/home/jones/gurobi.lic + + + Added: trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl =================================================================== --- trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl (rev 0) +++ trunk/test/fuzzydll/EvKnowledge/EvKnowledge.owl 2014-03-21 19:21:47 UTC (rev 4250) @@ -0,0 +1,4239 @@ +<?xml version="1.0"?> +<rdf:RDF + xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" + xmlns:ace_lexicon="http://attempto.ifi.uzh.ch/ace_lexicon#" + xmlns:protege="http://protege.stanford.edu/plugins/owl/protege#" + xmlns:foaf="http://xmlns.com/foaf/0.1/" + xmlns:xsp="http://www.owl-ontologies.com/2005/08/07/xsp.owl#" + xmlns:owl="http://www.w3.org/2002/07/owl#" + xmlns="http://example.com/" + xmlns:xsd="http://www.w3.org/2001/XMLSchema#" + xmlns:swrl="http://www.w3.org/2003/11/swrl#" + xmlns:swrlb="http://www.w3.org/2003/11/swrlb#" + xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" + xml:base="http://example.com/"> + <owl:Ontology rdf:about="http://www.example.com/EvKnowledge.owl"/> + <rdfs:Datatype rdf:about="http://xmlns.com/foaf/0.1/"/> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Rectangle"> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Load"/> + </rdfs:subClassOf> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Rectangle</ace_lexicon:CN_sg> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Rectangles</ace_lexicon:CN_pl> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#UnsuccessfulUser"> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#User"/> + </rdfs:subClassOf> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >UnsuccessfulUsers</ace_lexicon:CN_pl> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >UnsuccessfulUser</ace_lexicon:CN_sg> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#SuccessfulUser"> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >SuccessfulUser</ace_lexicon:CN_sg> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >SuccessfulUsers</ace_lexicon:CN_pl> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#User"/> + </rdfs:subClassOf> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#RShoulder"> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >RShoulder</ace_lexicon:CN_sg> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >RShoulders</ace_lexicon:CN_pl> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Load"/> + </rdfs:subClassOf> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Triangle"> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Triangles</ace_lexicon:CN_pl> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Triangle</ace_lexicon:CN_sg> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Load"/> + </rdfs:subClassOf> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#MediumSuccessfulUser"> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#User"/> + </rdfs:subClassOf> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >MediumSuccessfulUsers</ace_lexicon:CN_pl> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >MediumSuccessfulUser</ace_lexicon:CN_sg> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#LShoulder"> + <rdfs:subClassOf> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Load"/> + </rdfs:subClassOf> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >LShoulder</ace_lexicon:CN_sg> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >LShoulders</ace_lexicon:CN_pl> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Load"> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Loads</ace_lexicon:CN_pl> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Load</ace_lexicon:CN_sg> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#User"> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >User</ace_lexicon:CN_sg> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Users</ace_lexicon:CN_pl> + </owl:Class> + <owl:Class rdf:about="http://www.example.com/EvKnowledge.owl#Train"> + <ace_lexicon:CN_pl rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Trains</ace_lexicon:CN_pl> + <ace_lexicon:CN_sg rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >Train</ace_lexicon:CN_sg> + </owl:Class> + <owl:ObjectProperty rdf:about="http://example.com/objectProperty_1"/> + <rdf:Description rdf:about="http://example.org/Ev#Success82"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</DegreeStudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER83</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.62</ExamPerformanceGoal> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.32</DegreeRepitition> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.315</StudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success237"> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.83</ExamPerformanceGoal> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.4</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.36</DegreeRepitition> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.66</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER238</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.56</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success119"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.46</DegreeStudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.61</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.32</ExamPerformanceAll> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.81</ExamPerformanceGoal> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER120</foaf:name> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.325</StudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success145"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.76</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.46</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER146</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.2</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.95</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.65</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success96"> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.77</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.25</DegreeRepitition> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.295</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER97</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.19</ExamPerformanceGoal> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.73</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success256"> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.75</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.61</ExamPerformanceAll> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</ExamPerformanceGoal> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER257</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.5</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.81</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success32"> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.256</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.76</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER33</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.16</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.7</DegreeStudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success105"> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.25</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER106</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.3</DegreeRepitition> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.56</DegreeStudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.67</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</StudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success247"> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER248</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.58</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceGoal> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.31</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.58</StudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success76"> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER77</foaf:name> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.265</StudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.06</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.75</ExamPerformanceAll> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.57</DegreeStudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success12"> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.34</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</StudyTime> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.78</ExamPerformanceAll> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.52</DegreeStudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER13</foaf:name> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success131"> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER132</foaf:name> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.4</StudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.67</ExamPerformanceGoal> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.18</DegreeRepitition> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success227"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.06</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.58</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER228</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.31</ExamPerformanceGoal> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.348</DegreeRepitition> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success187"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.61</DegreeStudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.57</ExamPerformanceGoal> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.69</DegreeRepitition> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.44</StudyTime> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER188</foaf:name> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success255"> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.71</DegreeStudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.77</ExamPerformanceGoal> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.82</DegreeRepitition> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.54</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER256</foaf:name> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success197"> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.72</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.2</DegreeRepitition> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.07</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.73</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER198</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success42"> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.6</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.14</StudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.49</DegreeRepitition> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.55</DegreeStudyTime> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER43</foaf:name> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success146"> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.24</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER147</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.243</DegreeRepitition> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.35</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.365</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.19</DegreeStudyTime> + </rdf:Description> + <owl:AnnotationProperty rdf:about="http://example.com/DegreeRepitition"/> + <rdf:Description rdf:about="http://example.org/Ev#Success217"> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.87</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.31</DegreeRepitition> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER218</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.58</ExamPerformanceGoal> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.31</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.6</StudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success62"> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.79</DegreeRepitition> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER63</foaf:name> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.3</ExamPerformanceAll> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.51</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.15</StudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.78</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success22"> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER23</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</StudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.65</ExamPerformanceGoal> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.31</DegreeStudyTime> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.27</DegreeRepitition> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success236"> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER237</foaf:name> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.55</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.523</StudyTime> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.6</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.41</DegreeRepitition> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.22</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success81"> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.25</DegreeRepitition> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.295</StudyTime> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.12</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER82</foaf:name> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.67</ExamPerformanceGoal> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</DegreeStudyTime> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success144"> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.48</ExamPerformanceGoal> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER145</foaf:name> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.42</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.87</DegreeStudyTime> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.21</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.56</ExamPerformanceAll> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + </rdf:Description> + <owl:AnnotationProperty rdf:about="http://example.com/StudyTime"/> + <rdf:Description rdf:about="http://example.org/Ev#Success95"> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.86</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.255</StudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.15</ExamPerformanceGoal> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER96</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.305</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.62</ExamPerformanceAll> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success257"> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.66</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.76</DegreeStudyTime> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER258</foaf:name> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.87</ExamPerformanceAll> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.9</DegreeRepitition> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.74</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success246"> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.62</StudyTime> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.39</DegreeStudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.66</ExamPerformanceGoal> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER247</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.67</DegreeRepitition> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success106"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.6</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.26</StudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.59</ExamPerformanceGoal> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.28</DegreeRepitition> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.29</ExamPerformanceAll> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER107</foaf:name> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success11"> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.51</DegreeStudyTime> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.41</ExamPerformanceAll> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.3</ExamPerformanceGoal> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.06</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER12</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.06</DegreeRepitition> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success75"> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</ExamPerformanceGoal> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.5</DegreeStudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER76</foaf:name> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.18</DegreeRepitition> + <ExamPerformanceAll 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+ >0.2</StudyTime> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.78</ExamPerformanceGoal> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success196"> + <KnowledgeLevel rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.0</KnowledgeLevel> + <ExamPerformanceGoal rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.1</ExamPerformanceGoal> + <DegreeRepitition rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.19</DegreeRepitition> + <DegreeStudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.19</DegreeStudyTime> + <StudyTime rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.68</StudyTime> + <foaf:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string" + >USER197</foaf:name> + <ExamPerformanceAll rdf:datatype="http://www.w3.org/2001/XMLSchema#float" + >0.48</ExamPerformanceAll> + </rdf:Description> + <rdf:Description rdf:about="http://example.org/Ev#Success21"> + <StudyTime 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