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: https://doi.org/10.1145/1835449.1835485

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. ...

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About

• Item ORO ID
• 26735
• Item Type
• Conference or Workshop Item
• Keywords
• content-based information filtering; curse of dimensionality; user profiling
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Computing and Communications
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Research Group
• Centre for Research in Computing (CRC)
• Copyright Holders
• © 2010 ACM
• Depositing User
• Anne De Roeck