alinab/sentanalysis-recipes

Prediction of user ratings for recipes via sentiment analysis and classification using NLP and ML techniques

sentanalysis-recipes

The project's aim was to use techniques in NLP and machine learning to evaluate three approaches to predicting ratings from user reviews for recipes posted at http://www.epicurious.com/. The features used in prediction consisted of word n-grams,POS n-grams and syntactic n-grams and the classification was done by using an SVM.