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Conceptual Indexing of Documents Using Wikipedia

机译:使用维基百科对文档进行概念索引

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摘要

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.
机译:本文介绍了一种索引支持系统,该系统为图书馆员建议了一套与教学文档有关的主题和关键字。我们的文档索引方法使用Wikipedia类别网络作为概念分类法。通过将术语(一个或多个单词)映射到Wikipedia类别网络中的概念,为每个文档构建一个有向无环图。图形的属性用于权衡这些概念。这使系统可以从图中提取所谓的重要概念并消除文档术语的歧义。根据这些概念,提出了主题和关键字。图书馆员根据法国教学文献集对该方法进行了评估。

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