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Automatic generation of inter-passage links based on semantic similarity

Knoth, Petr; Novotny, Jakub and Zdrahal, Zdenek (2010). Automatic generation of inter-passage links based on semantic similarity. In: Computational Linguistics (COLING 2010), 23-27 August 2010, Beijing, China, pp. 590–598.

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Abstract

This paper investigates the use and the prediction potential of semantic similarity measures for automatic generation of links across different documents and passages. First, the correlation between the way people link content and the results produced by standard semantic similarity measures is investigated. The relation between semantic similarity and the length of the documents is then also analysed. Based on these findings a new method for link generation is formulated and tested.

Item Type: Conference Item
Copyright Holders: 2010 The Authors
Project Funding Details:
Funded Project NameProject IDFunding Body
Not SetNot SetEurogene
Keywords: automatic link generation; information retrieval; semantic similarity; wikipedia
Academic Unit/Department: Knowledge Media Institute
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Related URLs:
Item ID: 22933
Depositing User: Petr Knoth
Date Deposited: 02 Sep 2010 14:44
Last Modified: 29 Oct 2013 15:59
URI: http://oro.open.ac.uk/id/eprint/22933
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