Publication
IUI 2015
Conference paper

Personalized search: Reconsidering the value of open user models

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Abstract

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

Date

18 Mar 2015

Publication

IUI 2015

Authors

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