Abstract: Enterprise knowledge is a key asset in the competing and fast-changing
corporate landscape. The ability to learn, store and distribute implicit and
explicit knowledge can be the difference between success and failure. While
enterprise knowledge management is a well-defined research domain, current
implementations lack orientation towards small and medium enterprise. We
propose a semantic search engine for relevant documents in an enterprise, based
on automatic generated domain ontologies. In this paper we focus on the
component for ontology learning and population.