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2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies
Conceptual Indexing of Documents Using Wikipedia
Lyon France
August 22-August 27
ISBN: 978-0-7695-4513-4
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 so called 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.
Index Terms:
Document Indexing, Keyword and Topic Extraction, Directed Acyclic Graph, Wikipedia
Citation:
Carlo Abi Chahine, Nathalie Chaignaud, Jean-Philippe Kotowicz, Jean-Pierre Pécuchet, "Conceptual Indexing of Documents Using Wikipedia," wi-iat, vol. 1, pp.195-202, 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies, 2011
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