Building and applying a concept hierarchy representation of a user profile

Nanas, Nikolaos, Uren, Victoria and de Roeck, Anne (2003). Building and applying a concept hierarchy representation of a user profile. IN: UNSPECIFIED New York, NY (US): ACM.

Abstract

Term dependence is a natural consequence of language use. Its successful representation has been a long standing goal for Information Retrieval research. We present a methodology for the construction of a concept hierarchy that takes into account the three basic dimensions of term dependence. We also introduce a document evaluation function that allows the use of the concept hierarchy as a user profile for Information Filtering. Initial experimental results indicate that this is a promising approach for incorporating term dependence in the way documents are filtered.

Publication DOI: https://doi.org/10.1145/860435.860473
Divisions: Aston Business School > Operations & information management
Event Title: 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Event Type: Other
Event Dates: 2003-07-28 - 2003-08-01
Uncontrolled Keywords: term dependence,concept hierarchies,information filtering
Full Text Link: http://dl.acm.org/citation.cfm?id=860473
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Published Date: 2003
Authors: Nanas, Nikolaos
Uren, Victoria
de Roeck, Anne

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