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» Mining and summarizing customer reviews
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AI
2007
Springer
13 years 11 months ago
Query-Based Summarization of Customer Reviews
We describe an architecture for organizing and summarizing consumer reviews about products that have been posted on specialized web sites. The core technology is based on the autom...
Olga Feiguina, Guy Lapalme
SDM
2007
SIAM
117views Data Mining» more  SDM 2007»
13 years 6 months ago
Summarizing Review Scores of "Unequal" Reviewers
A frequently encountered problem in decision making is the following review problem: review a large number of objects and select a small number of the best ones. An example is sel...
Hady Wirawan Lauw, Ee-Peng Lim, Ke Wang
KDD
2012
ACM
166views Data Mining» more  KDD 2012»
11 years 7 months 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
ACL
2009
13 years 2 months ago
Mining User Reviews: from Specification to Summarization
This paper proposes a method to extract product features from user reviews and generate a review summary. This method only relies on product specifications, which usually are easy...
Xinfan Meng, Houfeng Wang
ICDM
2010
IEEE
152views Data Mining» more  ICDM 2010»
13 years 2 months ago
Reviewer Profiling Using Sparse Matrix Regression
Thousands of scientific conferences happen every year, and each involves a laborious scientific peer review process conducted by one or more busy scientists serving as Technical/Sc...
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos...