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A hybrid approach to the sentiment analysis problem at the sentence level

Knowledge-Based SystemsPublished 23 May 2016
Orestes Appel, Francisco Chiclana, Jenny Carter, Hamido Fujita
Citations225
SJR quartileQ1
SJR score1.93
SNIP2.34

TL;DR

This new method uses natural language processing essential techniques, a sentiment lexicon enhanced with the assistance of SentiWordNet, and fuzzy sets to estimate the semantic orientation polarity and its intensity for sentences, which provides a foundation for computing with sentiments.

Abstract

The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.

Keywords

Computer Science