The paper gives an overview of the different sentiment classification approaches and tools used for sentiment analysis. Starting from this overview the paper provides a classification of (i) approaches with respect to features/techniques and advantages/limitations and (ii) tools with respect to the different techniques used for sentiment analysis. Different application fields of application of sentiment analysis such as: business, politic, public actions and finance are also discussed in the paper.

Approaches, tools and applications for sentiment analysis implementation

D'Andrea Alessia;Ferri Fernando;Grifoni Patrizia;Guzzo Tiziana
2015

Abstract

The paper gives an overview of the different sentiment classification approaches and tools used for sentiment analysis. Starting from this overview the paper provides a classification of (i) approaches with respect to features/techniques and advantages/limitations and (ii) tools with respect to the different techniques used for sentiment analysis. Different application fields of application of sentiment analysis such as: business, politic, public actions and finance are also discussed in the paper.
2015
Istituto di Ricerche sulla Popolazione e le Politiche Sociali - IRPPS
Sentiment analysis
Social Media
Machine-learning approach
Lexicon-based approach
Sentiment classification
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/295321
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