On 4/9/14 4:53 PM, Paul Houle wrote:
The type assignments in DBpedia are very precise (few false statements) but not accurate in the sense that recall is poor; many things fall through the cracks. The real problem is that the the mappings are the map, not the territory. Wikipedia is an encyclopedia for humans, not for machines, so DBpedia has to parse whatever unsane markup they give us.Systems like Wikidata and Freebase can be edited by machines and human ontologists and get better recall for types. http://basekb.com/ is a conversion from Freebase to industry standard RDF. You could use :BaseKB as a substitute for DBpedia, but DBpedia has advantages too because in addition to the 4 million things important enough to be in DBpedia, there is another 37 million unimportant things in :BaseKB that matter only to librarians, video store clerks and professional discographers. These unimportant things will drive you crazy unless you master them, and the easiest way to turn down the noise is to restrict search to the 4 million things. I could make you an RDF file that has statements such as ?dbpediaTopic a ?freebaseType . you could load that together with the rest of DBpedia. That would get you a long way towards good lists. The trouble at this point is that you don't have the freebase types connected to the DBpedia types so you can't join them against the schema to find properties and such. Mapping the types to the DBpedia types would not be that hard either, since the two systems are well aligned. Then you get something that looks like DBpedia but has more accurate types. Freebase has more accurate and better populated data for things like ticker symbols, geo-coordinates, genders, birth dates and the like. It would not be hard to rewrite Freebase statements to ?dbpediaTopic ?freebasePredicate ?anotherDbpediaTopic . and that would produce something that would be remarkably user friendly.
:baseKB could (and maybe should) pitched as a human-and-machine curated bridge between Freebase, DBpedia, and Wikidata (I think).
Have you considered mapping the classes and properties across DBpedia, Freebase, and Wikidata?
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