example04.java

本体推理工具 共八个例子:从如何建立本体到做一些简单的的本体推理

package ex04;

import java.io.*;
import java.util.*;

import org.semanticweb.kaon2.api.*;
import org.semanticweb.kaon2.api.logic.*;
import org.semanticweb.kaon2.api.owl.elements.*;
import org.semanticweb.kaon2.api.formatting.*;
import org.semanticweb.kaon2.api.reasoner.*;

/**
 * This example shows how to create a simple ontology containing rules. Also, it shows how to run sample
 * queries. You should familiarize yourself with examples 1 and 2 before you go through this example.
 */
public class Example04 {
    public static void main(String[] args) throws Exception {
        // To create an ontology, we again start by creating a connection.
        // We again need to register a resolver that will provide a physical URI
        // for the ontology. In this example, the physical URI is relative to the current directory.
        KAON2Connection connection=KAON2Manager.newConnection();
        DefaultOntologyResolver resolver=new DefaultOntologyResolver();
        resolver.registerReplacement("http://kaon2.semanticweb.org/example04","file:example04.xml");
        connection.setOntologyResolver(resolver);

        // We create an ontology by specifying its logical URI. The resolver provides the physical URI.
        // Up until now this example is the same as Example 2.
        Ontology ontology=connection.createOntology("http://kaon2.semanticweb.org/example04",new HashMap<String,Object>());

        // We now create a sample ontology describing relationships among objects in a domain.
        OWLClass person=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#person");
        OWLClass student=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#student");
        OWLClass professor=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#professor");

        OWLClass project=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#project");
        OWLClass euProject=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#euProject");
        OWLClass dfgProject=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#dfgProject");

        OWLClass topic=KAON2Manager.factory().owlClass("http://kaon2.semanticweb.org/example04#topic");

        ObjectProperty worksOn=KAON2Manager.factory().objectProperty("http://kaon2.semanticweb.org/example04#worksOn");
        ObjectProperty projectHasTopic=KAON2Manager.factory().objectProperty("http://kaon2.semanticweb.org/example04#projectHasTopic");
        ObjectProperty personKnowsAboutTopic=KAON2Manager.factory().objectProperty("http://kaon2.semanticweb.org/example04#personKnowsAboutTopic");

        Individual semanticWeb=KAON2Manager.factory().individual("http://kaon2.semanticweb.org/example04#semanticWeb");
        Individual descriptionLogics=KAON2Manager.factory().individual("http://kaon2.semanticweb.org/example04#descriptionLogics");
        Individual owl=KAON2Manager.factory().individual("http://kaon2.semanticweb.org/example04#owl");

        // We perform updates as in Example 2, by adding a sequence of axioms to the ontology.
        List<OntologyChangeEvent> changes=new ArrayList<OntologyChangeEvent>();

        // We now add describe the domain of the ontology.
        // All students are persons.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().subClassOf(student,person),OntologyChangeEvent.ChangeType.ADD));
        // All professors are persons.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().subClassOf(professor,person),OntologyChangeEvent.ChangeType.ADD));
        // EU projects are projects
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().subClassOf(euProject,project),OntologyChangeEvent.ChangeType.ADD));
        // DFG projects are projects
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().subClassOf(dfgProject,project),OntologyChangeEvent.ChangeType.ADD));
        // Persons work on projects.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyDomain(worksOn,person),OntologyChangeEvent.ChangeType.ADD));
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyRange(worksOn,project),OntologyChangeEvent.ChangeType.ADD));
        // Projects have topics.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyDomain(projectHasTopic,project),OntologyChangeEvent.ChangeType.ADD));
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyRange(projectHasTopic,topic),OntologyChangeEvent.ChangeType.ADD));
        // Persons know about topics.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyDomain(personKnowsAboutTopic,person),OntologyChangeEvent.ChangeType.ADD));
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().objectPropertyRange(personKnowsAboutTopic,topic),OntologyChangeEvent.ChangeType.ADD));
        // Semantic Web, description logics and OWL are topics.
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().classMember(topic,semanticWeb),OntologyChangeEvent.ChangeType.ADD));
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().classMember(topic,descriptionLogics),OntologyChangeEvent.ChangeType.ADD));
        changes.add(new OntologyChangeEvent(KAON2Manager.factory().classMember(topic,owl),OntologyChangeEvent.ChangeType.ADD));

        // We now create a rule that axiomatizes the following relationship:
        //
        // If
        //    a person X works on a project Y, and
        //    the project Y is about a topic Z,
        // then
        //    the person X knows about topic Z.
        //
        // In Prolog, this rule would be written like this:
        //     personKnowsAboutTopic(X,Z) :- worksOn(X,Y), projectHasTopic(Y,Z).
        //
        // Although the practice often disputes this rule, we shall pretend that we live in a perfect
        // world where only competent people are woking on interesting projects. (sigh!)
        //
        // The above rule is directly converted into an object strucutre. We first create the variables X, Y and Z:
        Variable X=KAON2Manager.factory().variable("X");
        Variable Y=KAON2Manager.factory().variable("Y");
        Variable Z=KAON2Manager.factory().variable("Z");

        // We now create the literals (notice that all of them are positive):
        Literal personKnowsAboutTopic_X_Z=KAON2Manager.factory().literal(true,personKnowsAboutTopic,new Term[] { X,Z });
        Literal worksOn_X_Y=KAON2Manager.factory().literal(true,worksOn,new Term[] { X,Y });
        Literal projectHasTopic_Y_Z=KAON2Manager.factory().literal(true,projectHasTopic,new Term[] { Y,Z });

        // We now create the rule.
        Rule rule=KAON2Manager.factory().rule(
            personKnowsAboutTopic_X_Z,                          // this is the rule head, i.e. the consequent of the rule
            new Literal[] { worksOn_X_Y,projectHasTopic_Y_Z }   // this is the rule body, i.e. the condition of the rule
        );

        // Rule is a kind of axiom, so it can be added to the ontology in the same way as
        // any axiom is added, i.e. by an OntologyChangeEvent.
        changes.add(new OntologyChangeEvent(rule,OntologyChangeEvent.ChangeType.ADD));

        // We shall create another rule which says:
        //
        // If
        //    a project X is about Semantic Web
        // then
        //    the project X is about description logic.
        //
        // In Prolog, this rule would be written like this:
        //     projectHasTopic(X,example04:descriptionLogics) :- projectHasTopic(X,example04:semanticWeb)
        //
        // The above rule is the dream of every logician ("you shall be assimilated, resistence is futile",
        // if you know what I mean :-)
        //
        // We do not to create new variable X; we simply reuse the already created object.
        // We now create the literals inline:
        rule=KAON2Manager.factory().rule(
            KAON2Manager.factory().literal(true,projectHasTopic,new Term[] { X,descriptionLogics }),
            new Literal[] { KAON2Manager.factory().literal(true,projectHasTopic,new Term[] { X,semanticWeb }) }
        );

        // We add the rule to the chande list.
        changes.add(new OntologyChangeEvent(rule,OntologyChangeEvent.ChangeType.ADD));

        // Creating rules in the above way can be tedious. Therefore, the LISP-like syntax