From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures [chapter]

Quentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud
2017 Lecture Notes in Computer Science  
We define a pattern structure whose objects are elements of a supporting ontology. In this framework, descriptions constitute trees, made of triples subject-predicate-object, and for which we provide a meaningful similarity operator. The specificity of the descriptions depends on a hyperparameter corresponding to their depth. This formalism is compatible with ontologies formulated in the language of RDF and RDFS and aims to set up a framework based on pattern structures for knowledge discovery in the web of data.
doi:10.1007/978-3-319-60438-1_61 fatcat:4vxkvvquvfcztcbzkah4rceeoy