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EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION

Abstract: 

Abstract—Online review plays an important role when people are making decisions to purchase a product or service. It is shown that sellers can benefit from boosting their product review or downgrading their competitors’ product review. Dishonest behavior on reviews can seriously affect both buyers and sellers. In this paper, we introduce a novel angle to detect dishonest reviews, called Equal Rating Opportunity (ERO) evaluation. The proposed ERO evaluation can detect embedded manipulation signals based on limited amount of data. Experiments based on real data are conducted. Four highly problematic products are successfully detected from 303 products.

Index Terms—Reputation system, Trust, Security

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Paper Details

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Submitted On:
23 February 2016 - 1:43pm
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Type:
Research Manuscript

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[1] , "EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/177. Accessed: Aug. 10, 2020.
@article{177-15,
url = {http://sigport.org/177},
author = { },
publisher = {IEEE SigPort},
title = {EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION},
year = {2015} }
TY - EJOUR
T1 - EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION
AU -
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/177
ER -
. (2015). EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION. IEEE SigPort. http://sigport.org/177
, 2015. EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION. Available at: http://sigport.org/177.
. (2015). "EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION." Web.
1. . EQUAL RATING OPPORTUNITY ANALYSIS FOR DETECTING REVIEW MANIPULATION [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/177