DocumentCode :
1364770
Title :
OpinionSeer: Interactive Visualization of Hotel Customer Feedback
Author :
Wu, Yingcai ; Wei, Furu ; Liu, Shixia ; Au, Norman ; Cui, Weiwei ; Zhou, Hong ; Qu, Huamin
Author_Institution :
Dept. of Comput. Sci. & Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Volume :
16
Issue :
6
fYear :
2010
Firstpage :
1109
Lastpage :
1118
Abstract :
The rapid development of Web technology has resulted in an increasing number of hotel customers sharing their opinions on the hotel services. Effective visual analysis of online customer opinions is needed, as it has a significant impact on building a successful business. In this paper, we present OpinionSeer, an interactive visualization system that could visually analyze a large collection of online hotel customer reviews. The system is built on a new visualization-centric opinion mining technique that considers uncertainty for faithfully modeling and analyzing customer opinions. A new visual representation is developed to convey customer opinions by augmenting well-established scatterplots and radial visualization. To provide multiple-level exploration, we introduce subjective logic to handle and organize subjective opinions with degrees of uncertainty. Several case studies illustrate the effectiveness and usefulness of OpinionSeer on analyzing relationships among multiple data dimensions and comparing opinions of different groups. Aside from data on hotel customer feedback, OpinionSeer could also be applied to visually analyze customer opinions on other products or services.
Keywords :
Internet; data mining; data visualisation; feedback; hotel industry; interactive systems; OpinionSeer; Web technology; hotel customer feedback; hotel services; interactive visualization system; online customer opinions; radial visualization; scatterplots; subjective logic; visual analysis; visualization-centric opinion mining technique; Data mining; Data visualization; Feature extraction; Layout; Uncertainty; Visualization; Wheels; opinion visualization; radial visualization; uncertainty visualization;
fLanguage :
English
Journal_Title :
Visualization and Computer Graphics, IEEE Transactions on
Publisher :
ieee
ISSN :
1077-2626
Type :
jour
DOI :
10.1109/TVCG.2010.183
Filename :
5613449
Link To Document :
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