Investigating the Effect of Emoji in Opinion Classification of Uzbek Movie Review Comments
(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:
https://lup.lub.lu.se/record/01832959-4529-4bdd-be2f-eee6e6a9e607
- author
- Rabbimov, Ilyos ; Mporas, Iosif ; Simaki, Vasiliki LU and Kobilov, Sami
- organization
- publishing date
- 2020
- 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}}, }