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  4. A Visual Interface for Critiquing-based Recommender Systems
 
conference paper

A Visual Interface for Critiquing-based Recommender Systems

Zhang, Jiyong
•
Jones, Nicolas  
•
Pu, Pearl  
2008
Ec'08: Proceedings Of The 2008 Acm Conference On Electronic Commerce
ACM Conference on Electronic Commerce

Critiquing-based recommender systems provide an efficient way for users to navigate through complex product spaces even if they are not familiar with the domain details in e-commerce environments. While recent research has mainly concentrated on methods for generating high quality compound critiques, to date there has been a lack of comprehensive investigation on the interface design issues. Traditionally the interface is textual, which shows compound critiques in plain text and may not be easily understood. In this paper we propose a new visual interface which represents various critiques by a set of meaningful icons. Results from our real-user evaluation show that the visual interface can improve the performance of critique-based recommenders by attracting users to apply the compound critiques more frequently and reducing users' interaction effort substantially when the product domain is complex. Users' subjective feedback also shows that the visual interface is highly promising in enhancing users' shopping experience.

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Type
conference paper
DOI
10.1145/1386790.1386827
Web of Science ID

WOS:000268027400029

Author(s)
Zhang, Jiyong
Jones, Nicolas  
Pu, Pearl  
Date Issued

2008

Publisher

Acm Order Department, P O Box 64145, Baltimore, Md 21264 Usa

Published in
Ec'08: Proceedings Of The 2008 Acm Conference On Electronic Commerce
Start page

230

End page

239

Subjects

Visual interface

•

compound critiquing

•

recommender system

•

recommendation performance

•

real-user study

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
GR-PU  
Event nameEvent placeEvent date
ACM Conference on Electronic Commerce

Chicago, IL

Jul 08-12, 2008

Available on Infoscience
November 30, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/60611
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