推断使用耶拿

时间:2010-06-11 15:56:24

标签: owl jena inference

InfModel infmodel = ModelFactory.createInfModel(reasoner, m);
Resource vegetarian = infmodel.getResource(source + "Vegetarian");
Resource margherita = infmodel.getResource(source + "Example-Margherita");
if (infmodel.contains(margherita, RDF., vegetarian)) {
        System.out.println("Margherita is a memberOf Vegetarian pizza");
    }

上面给出的例子是由正式的pizza.owl形成的。在这只猫头鹰中,Example-Margherita是Margherita类的一个人。所以,它已经写在owl文件中了。然而,问题在于推理者应该推断出margherita例子也应该是素食披萨。 任何人都可以举个例子来说明如何在Protege中找到个人可能的推断类吗?(Protege正确地推断出Example-Margherita是一个素食比萨饼。但是,我无法以编程方式推断出来)

1 个答案:

答案 0 :(得分:9)

我解决了我的问题。我认为我的本体论存在问题。因此,我创建了另一个本体来推断个体。我创建的本体包含Person的人和子类:MalePerson,FemalePerson和MarriedPerson。并且,有两个对象属性(hasSpouse,hasSibling)和一个数据类型属性(hasAge)。 而且,我创造了3个人。 John - MalePerson - hasAge(20) - hasSibling(Jane) Jane - FemalePerson - hasSibling(John) - hasSpouse(Bob) Bob - MalePerson - hasSpouse(简)

而且,我为MalePerson和FemalePerson课程设置了两个限制。 对于MalePerson: hasSpouse最大1 hasSpouse只有MalePerson 对于FemalePerson: hasSpouse最大1 hasSpouse only FemalePerson

最后,我让MarriedPerson成为一个定义的类。在推理之前,MarriedPerson没有个人。然而,模型应该推断Jane和Bob结婚了。因此,最后,MarriedPerson班应该有2个人。

当我使用Jena在Java中运行此代码时,我得到了2个推断的个体。

OntModel ontModel = ModelFactory.createOntologyModel();
    InputStream in = FileManager.get().open(inputFileName);
    if (in == null) {
        throw new IllegalArgumentException( "File: " + inputFileName + " not found");
    }
    ontModel.read(in, "");


    Reasoner reasoner = ReasonerRegistry.getOWLReasoner();
    reasoner = reasoner.bindSchema(ontModel);
    // Obtain standard OWL-DL spec and attach the Pellet reasoner
    OntModelSpec ontModelSpec = OntModelSpec.OWL_DL_MEM;
    ontModelSpec.setReasoner(reasoner);
    // Create ontology model with reasoner support
    OntModel model = ModelFactory.createOntologyModel(ontModelSpec, ontModel);

    // MarriedPerson has no asserted instances
    // However, if an inference engine is used, two of the three
    // individuals in the example presented here will be
    // recognized as MarriedPersons
            //ns is the uri
    OntClass marPerson = model.getOntClass(ns + "OWLClass_00000003866036241880"); // this is the uri for MarriedPerson class
    ExtendedIterator married = marPerson.listInstances();
    while(married.hasNext()) {
        OntResource mp = (OntResource)married.next();
        System.out.println(mp.getURI());
    } // this code returns 2 individuals with the help of reasoner