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Question: Where do they come from? Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus

So, the annotation isincomplete Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Question: Where do they come from?

Example

CellComponent[NucleusĎK

Data-set did not contain any occurrence of an individual that is both CellComponent and Nucleus

In the GRO, CellComponent is a super-class of Nucleus So, the annotation isincomplete

Conclusion

unsatisfiable classes can arise through theclosed-world interpretation of the open-worlddata-set.

alldisjointness axioms containing only concept-names are caused by this

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 10 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell

But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable

GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell

But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK

NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell

But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA

Approach could not learn this counterexample Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14

Unsatisfiable Classes

Example

DlocatedIn.Cell[ DlocatedIn.NucleusĎProtein

Causes the class NuclearExportOfmRNA to become unsatisfiable GRO entails

NuclearExportOfmRNA[ProteinĎK NuclearExportOfmRNAĎDlocatedIn.Nucleus

NuclearExportOfmRNAĎProteinTargetingĎDlocatedIn.Cell But data-set does not contain any reference to NuclearExportOfmRNA Approach could not learn this counterexample

Idea

Remove concept-names not occurring in the data-set before evaluation?

Experimental Evaluation of GCIs Learned from Textual Data 2015-06-08 11 / 14