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Personalized search: Reconsidering the value of open user models

Ahn, JW and Brusilovsky, P and Han, S (2015) Personalized search: Reconsidering the value of open user models. In: UNSPECIFIED.

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Abstract

© ACM. Open user modeling has been perceived as an important mechanism to enhance the effectiveness of personalization. However, several studies have reported that open and editable user models can harm the performance of personalized search systems. This paper re-examines the value of open and editable user models in the context of personalized search. We implemented a personalized search system with 2D user manipulatable visualization and concept-based user model components. A user study result suggests that the proposed visualization-based open user modeling approach can be beneficial for adaptive search. Copyright 2015


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Details

Item Type: Conference or Workshop Item (UNSPECIFIED)
Status: Published
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Ahn, JW
Brusilovsky, Ppeterb@pitt.eduPETERB0000-0002-1902-1464
Han, Sshh69@pitt.eduSHH69
Date: 1 January 2015
Date Type: Publication
Journal or Publication Title: International Conference on Intelligent User Interfaces, Proceedings IUI
Volume: 2015-J
Page Range: 202 - 212
Event Type: Conference
DOI or Unique Handle: 10.1145/2678025.2701410
Schools and Programs: School of Information Sciences > Information Science
Refereed: Yes
ISBN: 9781450333061
Date Deposited: 10 Aug 2015 16:31
Last Modified: 08 Dec 2017 14:55
URI: http://d-scholarship.pitt.edu/id/eprint/25932

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