Document (#39740)

Author
Clark, M.
Kim, Y.
Kruschwitz, U.
Song, D.
Albakour, D.
Dignum, S.
Beresi, U.C.
Fasli, M.
Roeck, A De
Title
Automatically structuring domain knowledge from text : an overview of current research
Source
Information processing and management. 48(2012) no.3, S.552-568
Year
2012
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 technology. Inspired by the ubiquitous propagation of domain model structures that are emerging in several research disciplines, we give an overview of the current research landscape and some techniques and approaches. We will also discuss trade-offs between different approaches and point to some recent trends.
Content
Beitrag in einem Themenheft "Soft Approaches to IA on the Web". Vgl.: doi:10.1016/j.ipm.2011.07.002.
Theme
Wissensrepräsentation
Computerlinguistik

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  5. Hjoerland, B.; Hartel, J.: Introduction to a Special Issue of Knowledge Organization (2003) 0.14
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