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Building user interest profiles from wikipedia clusters

Min, Jinming and Jones, Gareth J.F. (2011) Building user interest profiles from wikipedia clusters. In: The Workshop on Enriching Information Retrieval (ENIR 2011) at SIGIR 2011, 28 July 2011, Beijing, China.

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Abstract

Users of search systems are often reluctant to explicitly build profiles to indicate their search interests. Thus automatically building user profiles is an important research area for personalized search. One difficult component of doing this is accessing a knowledge system which provides broad coverage of user search interests. In this work, we describe a method to build category id based user profiles from a user's historical search data. Our approach makes significant use of Wikipedia as an external knowledge resource.

Item Type:Conference or Workshop Item (Paper)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:user profile; clustering; Wikipedia
Subjects:Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Next Generation Localisation (CNGL)
DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:16398
Deposited On:10 Aug 2011 10:46 by Shane Harper. Last Modified 10 Aug 2011 10:46

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