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Mining cross-document relationships from text

Knoth, Petr and Zdrahal, Zdenek (2011). Mining cross-document relationships from text. In: The First International Conference on Advances in Information Mining and Management (IMMM 2011), 23 - 28 Oct 2011, Barcelona, Spain.

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Abstract

The paper argues that automatic link generation and typing methods are needed to find and maintain cross document links in large and growing textual collections. Such links are important to organise information and to support search and navigation. We present an experimental study on mining cross document links from a collection of 5000 documents. We identify a set of link types and show that the value of semantic similarity is a good distinguishing indicator.

Item Type: Conference Item
Copyright Holders: 2011 IARIA
Keywords: text mining; automatic link generation and typing; semantic similarity; digital libraries
Academic Unit/Department: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Knowledge Media Institute (KMi)
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Related URLs:
Item ID: 29302
Depositing User: Kay Dave
Date Deposited: 18 Nov 2011 10:22
Last Modified: 04 Aug 2016 08:30
URI: http://oro.open.ac.uk/id/eprint/29302
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