我解决了我的问题。我认为我的本体有问题。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 和 Person 的子类: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,我创建了 3 个个体。John - MalePerson - hasAge(20) - hasSibling(Jane) Jane - FemalePerson - hasSibling(John) - hasSpouse(Bob) Bob - MalePerson - hasSpouse(Jane)
而且,我对 MalePerson 和 FemalePerson 类设置了两个限制。对于 MalePerson : hasSpouse max 1 hasSpouse only MalePerson For FemalePerson : hasSpouse max 1 hasSpouse only FemalePerson
最后,我让 MarriedPerson 成为一个已定义的类。在推理之前,MarriedPerson 没有个体。但是,模型应该推断出 Jane 和 Bob 已婚。因此,最后,MarriedPerson 类应该有 2 个个体。
当我使用 Jena 在 Java 中运行此代码时,我得到了 2 个推断个体。
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