Conceptual indexing of documents using Wikipedia
|Conceptual indexing of documents using Wikipedia|
|Author(s)||Abi Chahine C., Chaignaud N., Kotowicz J.-P., Pecuchet J.-P.|
|Published in||Proceedings - 2011 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2011|
|Keyword(s)||Directed acyclic graph, Document indexing, Keyword and topic extraction, Wikipedia (Extra: Conceptual indexing, Directed acyclic graphs, Document indexing, Keyword and topic extraction, Support systems, Wikipedia, Graph theory, Libraries, User interfaces, Indexing (of information))|
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Conceptual indexing of documents using Wikipedia is a 2011 conference paper written in English by Abi Chahine C., Chaignaud N., Kotowicz J.-P., Pecuchet J.-P. and published in Proceedings - 2011 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2011.
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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