Journal of Soft Computing Exploration
Vol. 4 No. 2 (2023): June 2023

News text classification using Long-Term Short Memory (LSTM) algorithm

Triyadi, Indra (Unknown)
Prasetiyo, Budi (Unknown)
Nikmah, Tiara Lailatul (Unknown)



Article Info

Publish Date
08 May 2023

Abstract

Over the past few years, the classification of texts has become increasingly important. Because knowledge is now available to users through various sources namely electronic media, digital media, print media, and many more. One of them is the development of so much news every day. LSTM is one of the algorithms of deep learning methods that can classify a text. This research proves for the LSTM algorithm on the classification of news text sentences. The data used is the news text from the Kaggle data center set i.e. aggregator news data. The results of the LSTM experiment from 10 epochs obtained with an accuracy value of 93,15% on the classification of texts into four categories, namely entertainment, bussines, science, and health.

Copyrights © 2023






Journal Info

Abbrev

joscex

Publisher

Subject

Computer Science & IT

Description

Journal of Soft Computing Exploration is a journal that publishes manuscripts of scientific research papers related to soft computing. The scope of research can be from the theory and scientific applications as well as the novelty of related knowledge insights. Soft Computing: Artificial ...