FAKE REVIEW DETECTION THROUGH OPINION MINING USING MACHINE LEARNING TECHNIQUES

With the continuous growth of ecommerce systems, online reviews are important one for increasing and decreasing a particular product's sales. Reviews give a platform for people write their own experience about a product. This will helps customers to buy a good product. Today bogus reviews are increased to spoil the reputation of a particular product or increase the sale of a particular product. So detecting fake reviews is the important one. In this research, we used opinion mining for detecting fake reviews by classifying no of positive and negative reviews in the given sample dataset. Especially we use three machine learning algorithms: Bernoulli Naive Bayes, LinearSVC, Logistic Regression