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Conceptual Indexing of Documents Using Wikipedia

Abstract : This paper presents an indexing support system that suggests for librarians a set of topics and keywords relevant to a pedagogical document. Our method of document indexing uses the Wikipedia category network as a conceptual taxonomy. A directed acyclic graph is built for each document by mapping terms (one or more words) to a concept in the Wikipedia category network. Properties of the graph are used to weight these concepts. This allows the system to extract socalled important concepts from the graph and to disambiguate terms of the document. According to these concepts, topics and keywords are proposed. This method has been evaluated by the librarians on a corpus of french pedagogical documents.
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https://hal.archives-ouvertes.fr/hal-00959077
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Submitted on : Thursday, March 13, 2014 - 6:11:21 PM
Last modification on : Tuesday, October 19, 2021 - 5:34:06 PM
Long-term archiving on: : Friday, June 13, 2014 - 12:30:36 PM

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  • HAL Id : hal-00959077, version 1

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Carlo Abi Chahine, Nathalie Chaignaud, Jean-Philippe Kotowicz, Jean-Pierre Pécuchet. Conceptual Indexing of Documents Using Wikipedia. IEEE / WIC / ACM International Conference on Web Intelligence, Aug 2011, Lyon, France. pp.195-202. ⟨hal-00959077⟩

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