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Automatically structuring domain knowledge from text: An overview of current research

Clark, M. ; Kim, Y. ; Kruschwitz, Udo ; Song, D. ; Albakour, D. ; Dignum, S. ; Beresi, Ulises C. ; Fasli, M. ; De Roeck, A.



Abstract

This paper presents an overview of automatic methods for building domain knowledge structures (domain models) from text collections. Applications of domain models have a long history within knowledge engineering and artificial intelligence. In the last couple of decades they have surfaced noticeably as a useful tool within natural language processing, information retrieval and semantic web ...

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