BERT-based combination of convolutional and recurrent neural network for indonesian sentiment analysis

H Murfi, T Gowandi, G Ardaneswari, S Nurrohmah - Applied Soft …, 2024 - Elsevier
Sentiment analysis is the computational study of opinions and emotions expressed in text.
Deep learning is a model that is currently producing state-of-the-art in various application …

Sentiment analysis for e-commerce product reviews: Current trends and future directions

S Elzeheiry, WA Gab-Allah, N Mekky, M Elmogy - 2023 - preprints.org
Numerous goods and services are now offered through online platforms due to the recent
growth of online transactions like e-commerce. Users have trouble locating the product that …

Breaking down health fakes: a hybrid DNN model for multi-class classification on a self-constructed dataset

P Bagla, K Kumar - Sādhanā, 2023 - Springer
The proliferation of social media has led to a corresponding increase in online
dissemination of health-related information, not all of which is reliable. People may have …

Sentiments analysis for intelligent customer service dialogue using hybrid word embedding and stacking ensemble

D Chen, H Zhengwei, M Jintao, R Khanal - Soft Computing, 2024 - Springer
The intelligent customer service conversations between customer and customer service
agent exhibit characteristics such as serious colloquialism, a high diversity of words, and …

Evaluation of Machine Learning Performance Based on BERT Data Representation with LSTM Model to Conduct Sentiment Analysis in Indonesian for Predicting …

DG Mandhasiya, H Murfi… - 2022 5th International …, 2022 - ieeexplore.ieee.org
In this era, the innovation of science and technology has changed rapidly, such as Artificial
Intelligence (AI) which has helped a lot in human life. Deep learning (DL) as part of AI is the …

[PDF][PDF] BERT-Based Hybrid Deep Learning with Text Augmentation for Sentiment Analysis of Indonesian Hotel Reviews.

M Thomson, H Murfi, G Ardaneswari - DATA, 2023 - pdfs.semanticscholar.org
Indonesia's tourist industry plays a significant role in the country's economic growth. Despite
being impacted by COVID-19, the occupancy rate of hotels in June 2022 reached 50.28 …

Continual Learning of Deep Learning for Indonesian Sentiment Analysis

CJ Nikanor, H Murfi, MA Osmardifa… - … Conference on Signal …, 2023 - Springer
High-level social media usage makes this social media frequently used as one of the
sources for sentiment analysis. Sentiment analysis is a field of study that analyzes people's …

Sentiment Analysis In Tamil Language Using Hybrid Deep Learning Approach

SS Ramesh Babu - 2022 - norma.ncirl.ie
Due to the rise of social media, the number of people using social media has also getting
increased day by day from every corner of the world. This is the place for many people to …