5 STARS

5 STARS is a computer text generator that automatically generates feedbacks and reviews for online services such as Amazon, Yelp, Expedia, etc.

This project is inspired by the large number of notifications we get from our computer and phone telling us to give feedbacks on things we have purchased or services we have experienced.

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I used Beautiful Soup to scrape existing reviews from 4 different websites: Amazon, Expedia, Yelp, and using Beautiful Soup as my source texts.

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And then I used Max Woolf’s textgenrnn Recurrent Neural Network library to train on the sources texts.

Here are the results I got for the 4 different context: Merchandise, Resturant, Travel Experience, Lodging.

Documentation video of the live performance on May4th, 2018 (To Be Updated):

 

Presentation Slides: https://docs.google.com/presentation/d/11cSbmWtHnmHPZe2W2CnHmeiMgok-b1B2CZkQN6QBlWw/edit?usp=sharing

 

The next step of this project is to develop a chrome extension that generates reviews with the existing context.

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