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hotel_review_sentimentAnalyser

Hotel review sentiment Analyser is an NLP project that rates the reviews based on sentiment classification.

data

Hotel review sentiment Analyser uses restaurant review dataset from Kaggle [https://www.kaggle.com/c/restaurant-reviews/data] filename : 1-restaurant-test.csv

models

Hotel review sentiment Analyser utilizes : SentimentAnalysisCoreNLP.java: Recursive Neural Tensor Network via [Stanford CoreNLP] (http://nlp.stanford.edu/sentiment/code.html) for sentiment analysis.

Academic Background

Dataset: Restaurant reviews from Kaggle : https://www.kaggle.com/c/restaurant-reviews/data Recursive Neural Tensor Network: [Socher et al. 2013] (http://nlp.stanford.edu/~socherr/EMNLP2013_RNTN.pdf)

Software Dependencies

Hotel review sentiment Analyser is written in Java 8 and uses library Stanford CoreNLP. The project uses Maven as build tool.

License

This project uses the [Apache 2.0 License] : https://github.com/aima-adv/hotel_review_sentimentAnalyser/blob/master/LICENSE

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