Enterprise domain ontology learning from web-based corpus
This addresses knowledge management challenges for small and medium enterprises, but it appears incremental as it builds on existing enterprise knowledge management research.
The paper tackles the problem of learning domain ontologies from web-based corpora to support semantic search in enterprises, particularly small and medium ones, by proposing a component for ontology learning and population.
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.