Emotion Classification of Indonesian Tweets using BERT Embedding

Emotion Classification of Indonesian Tweets using BERT Embedding

Twitter is one of the social media that has the largest users in the world. Indonesia is one of the countries that has the 5th largest number of Twitter users in the world which causes a high possibility of conflict between Indonesian Twitter users due to emotional tension in tweets. In this paper,...

Full description

Bibliographic Details
Main Authors:	Muhammad Habib Algifari, Eko Dwi Nugroho
Format:	Article
Language:	English
Published:	Politeknik Negeri Batam 2023-11-01
Series:	Journal of Applied Informatics and Computing
Subjects:	bert cnn lstm twitter
Online Access:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/6528

Similar Items

A BERT Framework to Sentiment Analysis of Tweets
by: Abayomi Bello, et al.
Published: (2023-01-01)

Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model
by: Xuchu Jiang, et al.
Published: (2022-06-01)

Aspect Based Sentiment Analysis Marketplace Product Reviews Using BERT, LSTM, and CNN
by: Syaiful Imron, et al.
Published: (2023-06-01)

Identifying Emotion on Indonesian Tweets using Convolutional Neural Networks
by: Naufal Hilmiaji, et al.
Published: (2021-06-01)

Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model
by: Muhammad Shahid Iqbal Malik, et al.
Published: (2024-02-01)

Aspect-Level Sentiment Analysis Using CNN Over BERT-GCN
by: Huyen Trang Phan, et al.
Published: (2022-01-01)

Heterogeneous Student Knowledge Distillation From BERT Using a Lightweight Ensemble Framework
by: Ching-Sheng Lin, et al.
Published: (2024-01-01)

Knowledge distillation of news text classification based on BERT-CNN
by: Ye Rong, et al.
Published: (2023-01-01)

Sentiment analysis based on Chinese BERT and fused deep neural networks for sentence-level Chinese e-commerce product reviews
by: Hong Fang, et al.
Published: (2022-12-01)

Stance detection with BERT embeddings for credibility analysis of information on social media
by: Hema Karande, et al.
Published: (2021-04-01)

We Know You Are Living in Bali: Location Prediction of Twitter Users Using BERT Language Model
by: Lihardo Faisal Simanjuntak, et al.
Published: (2022-07-01)

Fine-tuned BERT Model for Large Scale and Cognitive Classification of MOOCs
by: Hanane Sebbaq, et al.
Published: (2022-05-01)

Arabic Toxic Tweet Classification: Leveraging the AraBERT Model
by: Amr Mohamed El Koshiry, et al.
Published: (2023-10-01)

Detecting White Supremacist Hate Speech Using Domain Specific Word Embedding With Deep Learning and BERT
by: Hind S. Alatawi, et al.
Published: (2021-01-01)

Bidirectional encoder representations from transformers and deep learning model for analyzing smartphone-related tweets
by: Sudheesh R, et al.
Published: (2023-08-01)

Contextual Embeddings-Based Web Page Categorization Using the Fine-Tune BERT Model
by: Amit Kumar Nandanwar, et al.
Published: (2023-02-01)

CE-BERT: Concise and Efficient BERT-Based Model for Detecting Rumors on Twitter
by: Rini Anggrainingsih, et al.
Published: (2023-01-01)

Characterisation of COVID-19-Related Tweets in the Croatian Language: Framework Based on the Cro-CoV-cseBERT Model
by: Karlo Babić, et al.
Published: (2021-11-01)

Contextual Embeddings based on Fine-tuned Urdu-BERT for Urdu threatening content and target identification
by: Muhammad Shahid Iqbal Malik, et al.
Published: (2023-07-01)

Using the AraBERT Model for Customer Satisfaction Classification of Telecom Sectors in Saudi Arabia
by: Sulaiman Aftan, et al.
Published: (2023-01-01)

Automated Arabic Long-Tweet Classification Using Transfer Learning with BERT
by: Meshrif Alruily, et al.
Published: (2023-03-01)

A Study of Sentiment Analysis Algorithms for Agricultural Product Reviews Based on Improved BERT Model
by: Ying Cao, et al.
Published: (2022-08-01)

Multidisciplinary classification for Indonesian scientific articles abstract using pre-trained BERT model
by: Antonius Angga Kurniawan, et al.
Published: (2023-07-01)

Arabic Tweets-Based Sentiment Analysis to Investigate the Impact of COVID-19 in KSA: A Deep Learning Approach
by: Arwa Alqarni, et al.
Published: (2023-01-01)

Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model
by: Aixiang He, et al.
Published: (2024-01-01)

Knowledge-based BERT word embedding fine-tuning for emotion recognition
by: Zhu, Zixiao, et al.
Published: (2023)

Detection of Turkish Fake News From Tweets With BERT Models
by: Gulsum Kayabasi Koru, et al.
Published: (2024-01-01)

Multi-Meta Information Embedding Enhanced BERT for Chinese Mechanics Entity Recognition
by: Jiarong Zhang, et al.
Published: (2023-10-01)

Detecting Arabic Misinformation Using an Attention Mechanism-Based Model
by: Bashar AlEsawi, et al.
Published: (2024-02-01)

ABMM: Arabic BERT-Mini Model for Hate-Speech Detection on Social Media
by: Malik Almaliki, et al.
Published: (2023-02-01)

Tweet, tweet, tweet
by: Christian Berger
Published: (2010-03-01)

HunEmBERT: A Fine-Tuned BERT-Model for Classifying Sentiment and Emotion in Political Communication
by: Istvan Uveges, et al.
Published: (2023-01-01)

Roman Urdu Hate Speech Detection Using Transformer-Based Model for Cyber Security Applications
by: Muhammad Bilal, et al.
Published: (2023-04-01)

Software Subclassification Based on BERTopic-BERT-BiLSTM Model
by: Wenjuan Bu, et al.
Published: (2023-09-01)

An ensemble model for idioms and literal text classification using knowledge-enabled BERT in deep learning
by: S. Abarna, et al.
Published: (2022-12-01)

Transformer-based deep learning models for the sentiment analysis of social media data
by: Sayyida Tabinda Kokab, et al.
Published: (2022-07-01)

Research on text emotion classification based on improved BERT-BiGRU model
by: Li Yun, et al.
Published: (2023-02-01)

Sequence Classification of Tweets with Transfer Learning via BERT in the Field of Disaster Management
by: Sumera Naaz, et al.
Published: (2021-06-01)

Geohash-Based Maize Plant Monitoring System Ulitizing Drones
by: Muhammad Habib Algifari, et al.
Published: (2023-11-01)

Enhancing Indonesian customer complaint analysis: LDA topic modelling with BERT embeddings
by: Mutiara Auliya Khadija, et al.
Published: (2023-12-01)