OntoSum

Ontology Learning is the set of methods and techniques used for either building an ontology from scratch, enriching, or adapting an existing ontology in a semi-automatic fashion using several sources of information.

In this doctorate a probabilistic approach is adopted, which aims to build topic ontologies that comprise a hierarchy of topics, given only a collection of text documents and no other prior knowledge.

The following figure depicts the main idea of this doctorate.