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CIKM
2010
Springer
13 years 6 months ago
Finding unusual review patterns using unexpected rules
In recent years, opinion mining attracted a great deal of research attention. However, limited work has been done on detecting opinion spam (or fake reviews). The problem is analo...
Nitin Jindal, Bing Liu, Ee-Peng Lim
CIKM
2010
Springer
13 years 6 months ago
Detecting product review spammers using rating behaviors
This paper aims to detect users generating spam reviews or review spammers. We identify several characteristic behaviors of review spammers and model these behaviors so as to dete...
Ee-Peng Lim, Viet-An Nguyen, Nitin Jindal, Bing Li...
COLING
2010
13 years 2 months ago
The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns
The problem addressed in this paper is to predict a user's numeric rating in a product review from the text of the review. Unigram and n-gram representations of text are comm...
Lizhen Qu, Georgiana Ifrim, Gerhard Weikum
ASUNAM
2009
IEEE
13 years 5 months ago
A Trustable Reputation Scheme Based on Private Relationships
Online reviews are widely used for purchase decisions. Their trustworthiness is limited, however, by fake reviews. Fortunately, opinions from friends in a social network are more ...
Shin-Yan Chiou, Shih-Ying Chang, Ghita Mezzour, Ad...
ISMIR
2005
Springer
123views Music» more  ISMIR 2005»
14 years 1 months ago
Mining Music Reviews: Promising Preliminary Results
In this paper we present a system for the automatic mining of information from music reviews. We demonstrate a system which has the ability to automatically classify reviews accor...
Xiao Hu, J. Stephen Downie, Kris West, Andreas F. ...