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Rahnama [152] used SAMOA and Storm to perform sentiment analysis on real-time Twitter streams.
Thus, we perform sentiment and affect analysis using a J48 classifier [37],[37].
Machine learning techniques have been applied to perform sentiment based opinion mining [18].
It is a nontrivial task to perform sentiment analysis as sentiment information is crucial in many natural language processing applications.
In this work, the algorithm has been modified in the way that it can perform sentiment analysis on sentence level.
Supervised classification methods, such as Support Vector Machines [48], Naïve Bayes [49] or ensembles [50, 51] have been deployed to perform sentiment analysis in multiple research projects.
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The product can also track customized tags, and it performs sentiment analysis.
In this study, we performed sentiment analysis on student evaluation comments by paid and unpaid crowdsourcing.
The most popular approach performing sentiment analysis is using data mining.
It is conceivable to extend this work by having both positive and negative connections, e.g. by performing sentiment analysis on the content of each web page [28].
✓ USent [39] Infer additional reviews user ratings by performing sentiment analysis (SA) of user comments and integrating its output in a nearest neighbor (NN) model that provides multimedia recommendations over TED talks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com