public static void main(String[] args) throws Exception {
   QueryTreeFactory factory = new QueryTreeFactoryBase();
   Model model = ModelFactory.createDefaultModel();
   String lang = "RDF/XML";
   model.read(new FileInputStream("someFile"), null, lang);
   String exampleURI = "http://example.org/a";
   RDFResourceTree tree = factory.getQueryTree(exampleURI, model);
   factory.addDropFilters(
       new PredicateDropStatementFilter(StopURIsDBpedia.get()),
       new PredicateDropStatementFilter(StopURIsRDFS.get()),
       new PredicateDropStatementFilter(StopURIsOWL.get()),
       new NamespaceDropStatementFilter(
           Sets.newHashSet(
               "http://dbpedia.org/property/",
               "http://purl.org/dc/terms/",
               "http://dbpedia.org/class/yago/",
               FOAF.getURI())));
   ConciseBoundedDescriptionGenerator cbdGen =
       new ConciseBoundedDescriptionGeneratorImpl(SparqlEndpoint.getEndpointDBpedia());
   String resourceURI = "http://dbpedia.org/resource/Athens";
   Model cbd = cbdGen.getConciseBoundedDescription(resourceURI, 2);
   RDFResourceTree queryTree = factory.getQueryTree(resourceURI, cbd);
   System.out.println(queryTree.getStringRepresentation());
   System.out.println(QueryTreeUtils.toSPARQLQuery(queryTree));
 }
 public static void main(String[] args) throws Exception {
   EquivalentDataPropertyAxiomLearner l =
       new EquivalentDataPropertyAxiomLearner(
           new SparqlEndpointKS(SparqlEndpoint.getEndpointDBpediaLiveAKSW()));
   l.setPropertyToDescribe(new DatatypeProperty("http://dbpedia.org/ontology/birthDate"));
   l.setMaxExecutionTimeInSeconds(10);
   l.init();
   l.start();
   System.out.println(l.getCurrentlyBestEvaluatedAxioms(5));
 }
Example #3
0
  public static void main(String[] args) throws Exception {
    QueryTreeFactory qtf = new QueryTreeFactoryBase();
    qtf.addDropFilters(
        new PredicateDropStatementFilter(StopURIsDBpedia.get()),
        new ObjectDropStatementFilter(StopURIsDBpedia.get()),
        new PredicateDropStatementFilter(StopURIsRDFS.get()),
        new PredicateDropStatementFilter(StopURIsOWL.get()),
        new ObjectDropStatementFilter(StopURIsOWL.get()),
        new PredicateDropStatementFilter(StopURIsSKOS.get()),
        new ObjectDropStatementFilter(StopURIsSKOS.get()),
        new NamespaceDropStatementFilter(
            Sets.newHashSet(
                "http://dbpedia.org/property/",
                //								"http://purl.org/dc/terms/",
                "http://dbpedia.org/class/yago/"
                //								,FOAF.getURI()
                )),
        new PredicateDropStatementFilter(
            Sets.newHashSet(
                "http://www.w3.org/2002/07/owl#equivalentClass",
                "http://www.w3.org/2002/07/owl#disjointWith")));
    int maxTreeDepth = 2;
    qtf.setMaxDepth(maxTreeDepth);

    SparqlEndpoint endpoint =
        SparqlEndpoint.create(
            "http://sake.informatik.uni-leipzig.de:8890/sparql", "http://dbpedia.org");
    SparqlEndpointKS ks = new SparqlEndpointKS(endpoint);
    ks.init();

    QueryExecutionFactory qef =
        new QueryExecutionFactoryHttp(endpoint.getURL().toString(), endpoint.getDefaultGraphURIs());
    qef =
        CacheUtilsH2.createQueryExecutionFactory(
            qef, "/tmp/sparql", false, TimeUnit.DAYS.toMillis(30));
    qef = new QueryExecutionFactoryPaginated(qef);

    PosNegLPStandard lp = new PosNegLPStandard();
    Set<OWLIndividual> posExamples = Sets.newTreeSet();

    String posExStr =
        "http://dbpedia.org/resource/Big_Star,\n"
            + "http://dbpedia.org/resource/Falling_in_Reverse,\n"
            + "http://dbpedia.org/resource/Kid_Canaveral,\n"
            + "http://dbpedia.org/resource/JEFF_the_Brotherhood,\n"
            + "http://dbpedia.org/resource/The_Terrible_Twos,\n"
            + "http://dbpedia.org/resource/Awolnation,\n"
            + "http://dbpedia.org/resource/Biffy_Clyro,\n"
            + "http://dbpedia.org/resource/White_Wives,\n"
            + "http://dbpedia.org/resource/October_Fall,\n"
            + "http://dbpedia.org/resource/Vandaveer,\n"
            + "http://dbpedia.org/resource/Silverchair,\n"
            + "http://dbpedia.org/resource/Karnataka_(band),\n"
            + "http://dbpedia.org/resource/These_Arms_Are_Snakes,\n"
            + "http://dbpedia.org/resource/Secret_and_Whisper,\n"
            + "http://dbpedia.org/resource/Wounded_Knees,\n"
            + "http://dbpedia.org/resource/Zemlyane,\n"
            + "http://dbpedia.org/resource/Beautiful_Creatures_(band),\n"
            + "http://dbpedia.org/resource/World_Under_Blood,\n"
            + "http://dbpedia.org/resource/Devour_the_Day,\n"
            + "http://dbpedia.org/resource/Ghostwriters,\n"
            + "http://dbpedia.org/resource/From_First_to_Last,\n"
            + "http://dbpedia.org/resource/Gruntruck,\n"
            + "http://dbpedia.org/resource/Excel_(band),\n"
            + "http://dbpedia.org/resource/Starpool,\n"
            + "http://dbpedia.org/resource/Phantasmagoria_(band),\n"
            + "http://dbpedia.org/resource/Cradle_of_Filth,\n"
            + "http://dbpedia.org/resource/Lifescreen,\n"
            + "http://dbpedia.org/resource/I_Am_Kloot,\n"
            + "http://dbpedia.org/resource/The_Afghan_Whigs,\n"
            + "http://dbpedia.org/resource/Deus_(band)";
    //		String posExStr = "http://dbpedia.org/resource/Ladislaus_the_Posthumous,"
    //				+ " http://dbpedia.org/resource/Nga_Kor_Ming, "
    //				+ "http://dbpedia.org/resource/L._M._Shaw";

    posExStr =
        "http://dbpedia.org/resource/Super_Robot_Wars_D, http://dbpedia.org/resource/Cosmic_Soldier_(video_game), http://dbpedia.org/resource/Reel_Fishing:_Angler's_Dream, http://dbpedia.org/resource/CR_Parodius_Da!, http://dbpedia.org/resource/Jikandia:_The_Timeless_Land, http://dbpedia.org/resource/Rainbow_Islands_Evolution, http://dbpedia.org/resource/Mega_Man_Battle_Chip_Challenge, http://dbpedia.org/resource/Case_Closed:_The_Mirapolis_Investigation, http://dbpedia.org/resource/Mist_of_Chaos, http://dbpedia.org/resource/Super_Robot_Wars_64, http://dbpedia.org/resource/Panorama_Cotton, http://dbpedia.org/resource/Mad_Stalker:_Full_Metal_Force_(1997_video_game), http://dbpedia.org/resource/Karous, http://dbpedia.org/resource/Gadget_Trial, http://dbpedia.org/resource/Battle_Arena_Toshinden_3, http://dbpedia.org/resource/Record_of_Agarest_War, http://dbpedia.org/resource/Metal_Gear_Solid_2:_Sons_of_Liberty, http://dbpedia.org/resource/Memories_Off:_Yubikiri_no_Kioku, http://dbpedia.org/resource/Harvest_Moon:_Hero_of_Leaf_Valley, http://dbpedia.org/resource/Harvest_Moon:_Back_to_Nature, http://dbpedia.org/resource/Harvest_Moon:_Tree_of_Tranquility, http://dbpedia.org/resource/Ultimate_Shooting_Collection, http://dbpedia.org/resource/Shantae:_Half-Genie_Hero, http://dbpedia.org/resource/Apocalypse:_Desire_Next, http://dbpedia.org/resource/Katekyo_Hitman_Reborn!_Dream_Hyper_Battle!, http://dbpedia.org/resource/Harvest_Moon_DS:_Grand_Bazaar, http://dbpedia.org/resource/Chaos_Field, http://dbpedia.org/resource/Charinko_Hero, http://dbpedia.org/resource/Blue_Flow, http://dbpedia.org/resource/Generation_of_Chaos";
    for (String uri : Splitter.on(", ").trimResults().split(posExStr)) {
      posExamples.add(new OWLNamedIndividualImpl(IRI.create(uri)));
    }
    lp.setPositiveExamples(posExamples);

    AbstractReasonerComponent reasoner = new SPARQLReasoner(qef);
    reasoner.setPrecomputeClassHierarchy(true);
    reasoner.setPrecomputeObjectPropertyHierarchy(true);
    reasoner.setPrecomputeDataPropertyHierarchy(true);
    reasoner.init();

    QTL2Disjunctive la = new QTL2Disjunctive(lp, qef);
    la.setReasoner(reasoner);
    la.setTreeFactory(qtf);
    la.setEntailment(Entailment.SIMPLE);
    la.setMaxTreeDepth(maxTreeDepth);
    la.init();

    la.start();

    List<EvaluatedRDFResourceTree> solutions = la.getSolutionsAsList();
    System.out.println(solutions.size());

    RDFResourceTree bestSolution = solutions.get(0).getTree();
    System.out.println(bestSolution.getStringRepresentation());
    System.out.println(QueryTreeUtils.toSPARQLQueryString(bestSolution));

    PredicateExistenceFilterDBpedia filter = new PredicateExistenceFilterDBpedia(null);
    System.out.println(filter.filter(bestSolution).getStringRepresentation());
    System.out.println(QueryTreeUtils.toSPARQLQueryString(filter.filter(bestSolution)));
  }