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Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments

Rabbimov, Ilyos ; Mporas, Iosif ; Simaki, Vasiliki LU and Kobilov, Sami (2020) In Lecture Notes in Computer Science 12335. p.435-445
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.
Please use this url to cite or link to this publication:
author
; ; and
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
host publication
Speech and Computer. SPECOM 2020
series title
Lecture Notes in Computer Science
volume
12335
pages
435 - 445
publisher
Springer
external identifiers
  • scopus:85092899667
DOI
10.1007/978-3-030-60276-5_42
language
English
LU publication?
yes
id
01832959-4529-4bdd-be2f-eee6e6a9e607
date added to LUP
2020-10-30 11:28:30
date last changed
2022-04-19 01:32:03
@inproceedings{01832959-4529-4bdd-be2f-eee6e6a9e607,
  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.}},
  author       = {{Rabbimov, Ilyos and Mporas, Iosif and Simaki, Vasiliki and Kobilov, Sami}},
  booktitle    = {{Speech and Computer. SPECOM 2020}},
  language     = {{eng}},
  pages        = {{435--445}},
  publisher    = {{Springer}},
  series       = {{Lecture Notes in Computer Science}},
  title        = {{Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments}},
  url          = {{http://dx.doi.org/10.1007/978-3-030-60276-5_42}},
  doi          = {{10.1007/978-3-030-60276-5_42}},
  volume       = {{12335}},
  year         = {{2020}},
}