University of Hertfordshire

By the same authors

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

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)peer-review

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Original languageEnglish
Title of host publicationSpeech and Computer - 22nd International Conference, SPECOM 2020, Proceedings
EditorsAlexey Karpov, Rodmonga Potapova
PublisherSpringer
Pages435-445
Number of pages11
ISBN (Electronic)978303060276-5
ISBN (Print)9783030602758
DOIs
Publication statusE-pub ahead of print - 29 Sep 2020
Event22nd International Conference, SPECOM 2020 - St. Petersburg, Russian Federation
Duration: 7 Oct 20209 Oct 2020
http://www.specom.nw.ru/2020/

Publication series

NameLecture Notes in Computer Science
Volume12335 LNAI
ISSN (Print)0302-9743

Conference

Conference22nd International Conference, SPECOM 2020
CountryRussian Federation
City St. Petersburg
Period7/10/209/10/20
Internet address

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.

Notes

© 2020, Springer Nature Switzerland AG.

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