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Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments
August 02, 2020 ยท Declared Dead ยท ๐ International Conference on Speech and Computer
"No code URL or promise found in abstract"
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Authors
Ilyos Rabbimov, Iosif Mporas, Vasiliki Simaki, Sami Kobilov
arXiv ID
2008.00482
Category
cs.CL: Computation & Language
Citations
13
Venue
International Conference on Speech and Computer
Last Checked
5 months ago
Abstract
Opinion mining on social media posts has become more and more popular. Users often express their opinion on a topic not only with words but they also use image symbols such as emoticons and emoji. In this paper, we investigate the effect of emoji-based features in opinion classification of Uzbek texts, and more specifically movie review comments from YouTube. Several classification algorithms are tested, and feature ranking is performed to evaluate the discriminative ability of the emoji-based features.
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