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Electronic Theses, Projects, and Dissertations

2019

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Reviews To Rating Conversion And Analysis Using Machine Learning Techniques, Charitha Chanamolu Mar 2019

Reviews To Rating Conversion And Analysis Using Machine Learning Techniques, Charitha Chanamolu

Electronic Theses, Projects, and Dissertations

With the advent of technology in recent years, people depend more on online reviews to purchase a product. It is hard to determine whether the product is good or bad from hundreds of mixed reviews. Also, it is very time-consuming to read many reviews. So, opinion mining of reviews is necessary.

The main aim of this project is to convert the reviews of a product into a rating and to evaluate the ratings using machine learning algorithms such as Naïve Bayes and Support Vector Machine. In the process of converting the reviews to a rating, score words are created using …