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.
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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 or Workshop Item |
|---|---|
| Copyright Holders: | 2010 The Authors |
| Funders: | Eurogene |
| Keywords: | automatic link generation; information retrieval; semantic similarity; wikipedia |
| Academic Unit/Department: | Knowledge Media Institute |
| Interdisciplinary Research Centre: | Centre for Research in Computing (CRC) |
| Item ID: | 22933 |
| Depositing User: | Petr Knoth |
| Date Deposited: | 02 Sep 2010 15:44 |
| Last Modified: | 07 Dec 2010 05:14 |
| URI: | http://oro.open.ac.uk/id/eprint/22933 |
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