/Emotion-Classification-on-Indonesian-Twitter-using-Multinomial-Naive-Bayes

Primary LanguageJupyter Notebook

Emotion-Classification-on-Indonesian-Twitter-using-Multinomial-Na-ve-Bayes

Dataset

Dataset yang digunakan sebanyak 1000 tweet yang berbahasa Indonesia. Setiap tweet hanya mewakili satu emosi saja, ada enam jenis emosi yang digunakan yaitu anger, fear, joy, dan sadness.

Preprocessing

  • Remove punctuation.
  • Case folding.
  • Slang handling.
  • Negation convert.
  • Stopword removal.
  • Tokenization.
  • Stemming.

Feature Extraction

  • bag of words.

Method

  • Multinomial Naïve Bayes.