Automated Aspect Extraction and Aspect Oriented Sentiment Analysis on Hotel Review Datasets
Varun Agarwal, Pratik Aher, Vinaya Sawant · 2018
Humans always try to make the best of their money be it food, clothes or hotel. Reviews provided by people play a crucial role in deciding if the hotel is worth staying. A hotel has many different aspects to be judged on while reviewing like food, rooms, service, etc. Due to the huge volume of available data on reviews it becomes a cumbersome task to summarize the gist of reviews. Hence, a need for an automated rating system arises. We have implemented an automated system that extracts the aspect terms from reviews and performs aspect-oriented sentiment analysis to summarize the review in a rating system on the basis of prominence of aspect terms.