News article text classification in Indonesian language

R Wongso, FA Luwinda, BC Trisnajaya… - Procedia Computer …, 2017 - Elsevier
This research intends to find the appropriate algorithm to automatically classify a news
article in Indonesian Language. We obtain our dataset which is taken by using a web …

Automatic news articles classification in indonesian language by using naive bayes classifier method

AD Asy'arie, AW Pribadi - … of the 11th International Conference on …, 2009 - dl.acm.org
Curently, internet content growth rapidly. Automatic news classification is the classification of
news into a category. In this research, the classification method used is Naive Bayes wich is …

Persian text classification using naive bayes algorithms and support vector machine algorithm

N Rezaeian, G Novikova - Indonesian Journal of Electrical …, 2020 - section.iaesonline.com
One of the several benefits of text classification is to automatically assign document in
predefined category is one of the primary steps toward knowledge extraction from the raw …

A comparison of text classification methods k-NN, Naïve Bayes, and support vector machine for news classification

F Fanny, Y Muliono, F Tanzil - Jurnal Informatika …, 2018 - ejournal.poltekharber.ac.id
In this era, a rapid thriving Internet occasionally complicates users to retrieve news category
furthermore if there are plentiful of news to be categorized. News categorization is a …

[PDF][PDF] Indonesian news classification using convolutional neural network

MA Ramdhani, DS Maylawati… - Indonesian Journal of …, 2020 - academia.edu
Every language has unique characteristics, structures, and grammar. Thus, different styles
will have different processes and result in processed in Natural Language Processing (NLP) …

[PDF][PDF] Indonesian news classification using naïve bayes and two-phase feature selection model

MA Fauzi, AZ Arifin, SC Gosaria… - Indonesian Journal of …, 2017 - researchgate.net
Since the rise of WWW, information available online is growing rapidly. One of the example
is Indonesian online news. Therefore, automatic text classification became very important …

[PDF][PDF] Penerapan Convolutional Long Short-Term Memory untuk Klasifikasi Teks Berita Bahasa Indonesia

Y Widhiyasana, T Semiawan… - Jurnal …, 2021 - download.garuda.kemdikbud.go.id
Text classification is now a well-studied field, particularly in Natural Language Processing
(NLP). The text classification can be carried out using various methods, one of which is deep …

[PDF][PDF] An efficient text classification using knn and naive bayesian

J Sreemathy, PS Balamurugan - International Journal on …, 2012 - researchgate.net
The main objective is to propose a text classification based on the features selection and
preprocessing thereby reducing the dimensionality of the Feature vector and increase the …

Performance of KNN and SVM classifiers on full word Arabic articles

I Hmeidi, B Hawashin, E El-Qawasmeh - Advanced Engineering Informatics, 2008 - Elsevier
This paper reports a comparative study of two machine learning methods on Arabic text
categorization. Based on a collection of news articles as a training set, and another set of …

A comparative analysis of logistic regression, random forest and KNN models for the text classification

K Shah, H Patel, D Sanghvi, M Shah - Augmented Human Research, 2020 - Springer
In the current generation, a huge amount of textual documents are generated and there is an
urgent need to organize them in a proper structure so that classification can be performed …