Package org.dllearner.core

Core structure of DL-Learner including the definition of component types and a component manager.

See: Description

Interface Summary

Interface	Description
ActiveLearningAlgorithm	Active Learning algorithms are those, which can use feedback from an oracle.
AxiomLearningAlgorithm<T extends org.semanticweb.owlapi.model.OWLAxiom>
AxiomLearningProgressMonitor	The AxiomLearningProgressMonitor interface should be implemented by objects that wish to monitor the progress of an axiom learning algorithm.
AxiomScoreCalculator
BaseReasoner	Contains the following reasoning/query operations: queries for elements contained in the knowledge base (classes, properties, ...) basic reasoning requests related to the knowledge base as a whole (e.g.
ClassExpressionLearningAlgorithm	Basic interface for algorithms learning OWL/DL class expressions.
Component	Base interface of all components.
FuzzyClassExpressionLearningAlgorithm	Basic interface for algorithms learning fuzzy OWL/DL class expressions.
Heuristic<T>
IndividualReasoner	Reasoning requests/queries related to individuals in the knowledge base.
KnowledgeSource	Basic interface for all DL-Learner knowledge sources.
LearningAlgorithm	Basic interface for all DL-Learner learning algorithms.
LearningProblem	Basic interface for all DL-Learner learning problems.
Oracle	An oracle can be used by a learning algorithm to interactively ask for the classification of an individual.
Reasoner	List of available reasoning/query methods.
ReasonerComponent	Base class of reasoner all components.
ResumableLearningAlgorithm	Interface for learning algorithms, which can be paused and later continued.
SchemaReasoner	Reasoning requests related to the schema of the knowledge base.
SparqlQueryLearningAlgorithm	Basic interface for algorithms learning SPARQL queries.
StoppableLearningAlgorithm	Interface for algorithms, which can be stopped and checked whether they are running.

Class Summary

Class	Description
AbstractAxiomLearningAlgorithm<T extends org.semanticweb.owlapi.model.OWLAxiom,S extends org.semanticweb.owlapi.model.OWLObject,E extends org.semanticweb.owlapi.model.OWLEntity>
AbstractAxiomScoreCalculator
AbstractCELA	Abstract superclass of all class expression learning algorithm implementations.
AbstractClassExpressionLearningProblem<T extends Score>	Base class for all class expression learning problems.
AbstractComponent	Base class of all components.
AbstractHeuristic	Search algorithm heuristic for the ontology engineering algorithm.
AbstractKnowledgeSource	Represents a knowledge source component, e.g.
AbstractLearningProblem<T extends Score,V extends org.semanticweb.owlapi.model.OWLObject,W extends EvaluatedHypothesis<V,T>>	Base class for all learning problems.
AbstractReasonerComponent	Abstract component representing a reasoner.
AbstractSearchTreeNode<T extends AbstractSearchTreeNode>
AnnComponentManager	Component manager for the new (as of 2011) annotation based configuration system.
ConsoleAxiomLearningProgressMonitor	A progress monitor for axiom learning algorithms which prints to the console.
EvaluatedAxiom<T extends org.semanticweb.owlapi.model.OWLAxiom>
EvaluatedDescription<S extends Score>	An evaluated class expression is a class expression and its score (with some convenience method and serialisation formats).
EvaluatedHypothesis<T extends org.semanticweb.owlapi.model.OWLObject,S extends Score>	An evaluated hypothesis is a hypothesis and its score.
ProbabilityBasedAxiomScoreCalculator
Score	The score class is used to store how well a hypothesis did on a learning problem.
SilentAxiomLearningProgressMonitor	An axiom learning progress monitor that is doing nothing.
StringRenderer	A renderer for OWL objects.

Enum Summary

Enum	Description
OntologyFormat
StringRenderer.Rendering

Exception Summary

Exception	Description
ComponentInitException	Exception which is thrown when a component cannot be intialised, e.g.
LearningProblemUnsupportedException	Exception, which is thrown when an application tries to run a learning algorithm with a learning problem it does not support.
OntologyFormatUnsupportedException	Indicates that an operation is not supported/implemented for a specific ontology file format.
ReasoningMethodUnsupportedException	Exception indicating that a reasoner implementation cannot support the requested operation.

Annotation Types Summary

Annotation Type	Description
ComponentAnn	Annotation for DL-Learner components.

Package org.dllearner.core Description

Core structure of DL-Learner including the definition of component types and a component manager.