Dr. Uta Lösch
My research interests are mainly in the use of semantic data for the improvement of ontologies. The contributions of my work lie in two areas:
On the one hand, I am developing methods for learning from semantic data. The knowledge extracted using these methods can then be used for ontology completion. In this area I am especially focusing on the development of suitable kernel functions for RDF data.
On the other hand I am interested in the problem of integrating new knowledge in ontologies. Here, the focus is on the development of methods for automatically adapting ontologies in the case of recurring changes.
- Maschinelles Lernen, Ontologiemanagement, Ontologiemodellierung, Graphentheorie, Knowledge Discovery, Data Mining