Requirements for Information Extraction for Knowledge Management

Cimiano, Philipp; Ciravegna, Fabio; Domingue, John; Handschuh, Siegfried; Lavelli, Alberto; Staab, Steffen and Stevenson, Mark (2003). Requirements for Information Extraction for Knowledge Management. In: The Second International Conference on Knowledge Capture, K-Cap 2003, 23-25 Oct 2003, Sanibel Island, FL, USA.

Abstract

Knowledge Management (KM) systems inherently suffer from the knowledge acquisition bottleneck - the difficulty of modeling and formalizing knowledge relevant for specific domains. A potential solution to this problem is Information Extraction (IE) technology. However, IE was originally developed for database population and there is a mismatch between what is required to successfully perform KM and what current IE technology provides. In this paper we begin to address this issue by outlining requirements for IE based KM.

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