NiosTo is a tool for extracting opinion words, along with polarity orientation (sentiment classification), from stored opinionated data. The application uses a combination of supervised and unsupervised machine learning methods developed for sentiment analysis tasks.
For further details (algorithms used, publications, datasets, etc.) please visit the NiosTo Home Page.