Analisis Sentimen Kepuasan Mahasiswa Terhadap Layanan Language Center (LaC) Telkom University pada Instagram Menggunakan Metode RNN

MUHAMMAD JULDAN NAUFAL

Informasi Dasar

125 kali
23.04.1017
006.35
Karya Ilmiah - Skripsi (S1) - Reference

Social media has become a medium for communication between individuals and aspects of the business, including decision-making processes, brand promotion, brand marketing, and personal branding. One of them is Instagram. Using the comments feature on Instagram, users can communicate and give opinions on an upload on an Instagram account. Sentiment analysis can be done to analyze comments on the LaC (language center) Instagram account to measure student satisfaction sentiment towards Telkom university's LaC (language center) services. This study aims to analyze the sentiment or opinion of student satisfaction with the Telkom University Language Center (LaC) service on Instagram. The author also performs a classification based on positive sentiment, negative, and neutral categories using the Recurrent Neural Network (RNN) method and the Confusion Matrix measurement. From the test results on the model built to get an accuracy value of 79%.

Subjek

Natural language processing
LANGUAGE PROGRAMMING,

Katalog

Analisis Sentimen Kepuasan Mahasiswa Terhadap Layanan Language Center (LaC) Telkom University pada Instagram Menggunakan Metode RNN
 
 
Indonesia

Sirkulasi

Rp. 0
Rp. 0
Tidak

Pengarang

MUHAMMAD JULDAN NAUFAL
Perorangan
DONNI RICHASDY, MOCH. ARIF BIJAKSANA
 

Penerbit

Universitas Telkom, S1 Informatika
Bandung
2023

Koleksi

Kompetensi

  • CII4G3 - PEMROSESAN BAHASA ALAMI
  • CII4I3 - PENAMBANGAN DATA
  • CII4E4 - TUGAS AKHIR

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