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. NiosTo v.4.1.0 includes operational improvements.
For further details (algorithms used, publications, datasets, etc.) please visit the NiosTo Home Page.