Text emotion detection for asian para games tweet in Indonesia

David David, Wayan Suparta, Agung Trisetyarso, Bahtiar Saleh Abbas, Chulho Kang

Research output: Contribution to journalArticle

Abstract

Everyone is free to express their opinions through social media. This study aims to get the level of emotion towards the Asian Para Games event in Indonesia.This research begins by collecting data contained on Twitter using language filters and hashtags. Each data taken will be preprocessing, where the process was done by removing punctuation, hash tags and conversion of several emojis to text. By using the polyglotlibrary, determining an emotion from each term can be done more easily because the library can recognize various languages, including Indonesian. This experiment achieves55.41% accuracy. With so many non-standard word, abbreviation and unknown emojis,this research can still be developed by making several word changes into standard words,as well as converting all emojis or emoticons to the appropriate expression.

Original languageEnglish
Pages (from-to)705-709
Number of pages5
JournalICIC Express Letters
Volume13
Issue number8
DOIs
Publication statusPublished - 1 Aug 2019

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Experiments

Keywords

  • Asian Para Games
  • Emotion detection
  • Hashtag
  • Indonesia
  • Twitter

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

David, D., Suparta, W., Trisetyarso, A., Abbas, B. S., & Kang, C. (2019). Text emotion detection for asian para games tweet in Indonesia. ICIC Express Letters, 13(8), 705-709. https://doi.org/10.24507/icicel.13.08.705

Text emotion detection for asian para games tweet in Indonesia. / David, David; Suparta, Wayan; Trisetyarso, Agung; Abbas, Bahtiar Saleh; Kang, Chulho.

In: ICIC Express Letters, Vol. 13, No. 8, 01.08.2019, p. 705-709.

Research output: Contribution to journalArticle

David, D, Suparta, W, Trisetyarso, A, Abbas, BS & Kang, C 2019, 'Text emotion detection for asian para games tweet in Indonesia', ICIC Express Letters, vol. 13, no. 8, pp. 705-709. https://doi.org/10.24507/icicel.13.08.705
David D, Suparta W, Trisetyarso A, Abbas BS, Kang C. Text emotion detection for asian para games tweet in Indonesia. ICIC Express Letters. 2019 Aug 1;13(8):705-709. https://doi.org/10.24507/icicel.13.08.705
David, David ; Suparta, Wayan ; Trisetyarso, Agung ; Abbas, Bahtiar Saleh ; Kang, Chulho. / Text emotion detection for asian para games tweet in Indonesia. In: ICIC Express Letters. 2019 ; Vol. 13, No. 8. pp. 705-709.
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