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A network-based model for high-dimensional information filtering

Nanas, N.; Vavalis, M. and De Roeck, A. (2010). A network-based model for high-dimensional information filtering. In: The 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 19-23 Jul 2010, Geneva, Switzerland, pp. 202–209.

DOI (Digital Object Identifier) Link: http://doi.org/10.1145/1835449.1835485
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Abstract

The Vector Space Model has been and to a great extent still is the de facto choice for profile representation in content-based Information Filtering. However, user profiles represented as weighted keyword vectors have inherent dimensionality problems. ...

Item Type: Conference Item
Copyright Holders: 2010 ACM
Keywords: content-based information filtering; curse of dimensionality; user profiling
Academic Unit/Department: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Interdisciplinary Research Centre: Centre for Research in Computing (CRC)
Item ID: 26735
Depositing User: Anne De Roeck
Date Deposited: 19 Jan 2011 15:57
Last Modified: 04 Oct 2016 10:56
URI: http://oro.open.ac.uk/id/eprint/26735
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