Enterprise domain ontology learning from web-based corpus

TL;DR

This paper presents a method for automatically generating and populating domain ontologies to enhance semantic search capabilities in enterprise environments, especially tailored for small and medium enterprises.

Contribution

It introduces a novel approach for enterprise domain ontology learning from web-based corpora, addressing the gap in SME-oriented knowledge management.

Findings

Effective ontology learning from web data

Improved semantic search relevance

Potential for SME knowledge management

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.