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i40-Tools / SemI40STOLandscape

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Consistency of the STO data after linking with DBpedia #12

Open mmaltsev opened 6 years ago

mmaltsev commented 6 years ago

Manually reviewing enriched version of the STO I found a number of inconsistencies and confusions, such as: sto:SCOR-rdf:type-dbo:Person sto:W3C_SPARQL-rdf:type-dby:PsychologicalFeature100023100 sto:IEC_61400-rdf:type-Turbine104498523

Obviously, these are the problems of DBpedia but we should think, is there any way to avoid such errors.

igrangel commented 6 years ago

This issue is of great importance for the method since you detected inconsistencies. Therefore, we should think in an automated method to validate the accuracy of the method. I was suggested to used ten-fold cross-validation. How can we implement such a method?