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Approaches, tools and applications for sentiment analysis implementation

Academic Article
Publication Date:
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.
Iris type:
01.01 Articolo in rivista
Keywords:
Sentiment analysis; Social Media; Machine-learning approach; Lexicon-based approach; Sentiment classification
List of contributors:
Grifoni, Patrizia; Ferri, Fernando; Guzzo, Tiziana; D'Andrea, Alessia
Authors of the University:
D'ANDREA ALESSIA
FERRI FERNANDO
GRIFONI PATRIZIA
GUZZO TIZIANA
Handle:
https://iris.cnr.it/handle/20.500.14243/295321
Published in:
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS
Journal
  • Overview

Overview

URL

http://www.ijcaonline.org/research/volume125/number3/dandrea-2015-ijca-905866.pdf
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