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designer bags cyber monday
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(See this The New York Times front page article, Jan. 26, 2012) Fake news detection can be done in similar ways to fake review detection as the behaviors of fraudsters in both cases are similar. We have used supervised learning, pattern discovery, graph-based methods, and relational modeling to solve the problem. Below are some main signals that we have used: Review content: Content and style similarity of reviews from different reviewers. Arjun Mukherjee, Abhinav Kumar, Bing Liu, Junhui Wang, Meichun Hsu, Malu Castellanos, and Riddhiman Ghosh. Spotting Opinion Spammers using Behavioral Footprints. To appear in Proceedings of SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2013), August 11-14 2013 in Chicago, USA. Geli Fei, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malu Castellanos, and Riddhiman Ghosh. Exploiting Burstiness in Reviews for Review Spammer Detection. Proceedings of The International AAAI Conference on Weblogs and Social Media (ICWSM-2013), July 8-10, 2013, Boston, USA. Guan Wang, Sihong Xie, Bing Liu, Philip S. Yu. Identify Online Store Review Spammers via Social Review Graph. ACM Transactions on Intelligent Systems and Technology, accepted for publication, 2011. designer bags cyber monday
designer bags cyber monday
designer bags cyber monday
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