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» Aspect Ranking: Identifying Important Product Aspects from O...
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ACL
2011
14 years 1 months ago
Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews
Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Ch...
ECIR
2009
Springer
15 years 6 months ago
Multi-facet Rating of Product Reviews
Online product reviews are becoming increasingly available, and are being used more and more frequently by consumers in order to choose among competing products. Tools that rank co...
Stefano Baccianella, Andrea Esuli, Fabrizio Sebast...
71
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NAACL
2010
14 years 7 months ago
An Unsupervised Aspect-Sentiment Model for Online Reviews
With the increase in popularity of online review sites comes a corresponding need for tools capable of extracting the information most important to the user from the plain text da...
Samuel Brody, Noemie Elhadad
KDD
2012
ACM
166views Data Mining» more  KDD 2012»
13 years 3 days ago
Selecting a characteristic set of reviews
Online reviews provide consumers with valuable information that guides their decisions on a variety of fronts: from entertainment and shopping to medical services. Although the pr...
Theodoros Lappas, Mark Crovella, Evimaria Terzi
EMNLP
2010
14 years 7 months ago
Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid
Discovering and summarizing opinions from online reviews is an important and challenging task. A commonly-adopted framework generates structured review summaries with aspects and ...
Wayne Xin Zhao, Jing Jiang, Hongfei Yan, Xiaoming ...