ISWC 2014 Research Track: 17 datasets; 1-6 datasets per paper (avg 2).
Take age-old statements from Analytic Semantics…
… and evaluate them empirically WRT Data on the Web
E.g., “Names are chosen arbitrarily and have no meaning.”
encode(FORMAL_MEANING) + encode(NAMES)
- encode(FORMAL_MEANING + NAMES)
= Mutual Information
$H_X$: Names do not encode predicate information
$H_Y$: Names do not encode type information
What the consumer is willing to pay should equal the marginal cost of production
$$a = b \,\longleftrightarrow\, (\forall P)(Pa = Pb)$$
“Include links to other URIs, to discover more things.”
owl:sameAs”, International Semantic Web Conference, p. 405--419, 2016.