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The New Machiavelli is a 1911 novel by H. G. Wells that was serialized in The English Review in 1910. Because its plot notoriously derived from Wells's affair with Amber Reeves and satirized Beatrice and Sidney Webb, it was "the literary scandal of its day." From Wikipedia (CC BY-SA).

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The manual construction of formal domain conceptualizations (ontologies) is labor-intensive. Ontology learning, by contrast, provides (semi-)automatic ontology generation from input data such as domain text. This thesis proposes a novel approach for learning labels of non-taxonomic ontology relations. It combines corpus-based techniques with reasoning on Semantic Web data. Corpus-based methods apply vector space similarity of verbs co-occurring with labeled and unlabeled relations to calculate relation label suggestions from a set of candidates. A meta ontology in combination with Semantic Web sources such as DBpedia and OpenCyc allows reasoning to improve the suggested labels. An extensive formal evaluation demonstrates the superior accuracy of the presented hybrid approach.

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Shawn Fonteno — also known by his stage name Solo — is best known worldwide as the voice and motion-capture performer behind Franklin Clinton, one of the three protagonists in the groundbreaking video game Grand Theft Auto V (2013).

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