Discover underlying topics in Thai news articles: a comparative study of probabilistic and matrix factorization approaches

P Pitichotchokphokhin, P Chuangkrud… - 2020 17th …, 2020 - ieeexplore.ieee.org
Topic modeling is an unsupervised learning approach, which can automatically discover the
hidden thematic structure in text documents. For text mining, topic modeling is a language …

Generating Mind Map from an article using machine learning

MF Nurrokhim, LS Riza - Journal of Physics: Conference …, 2019 - iopscience.iop.org
Sequence teaching materials is very important in learning because it will improve the
effectiveness of learning. But not all teachers can make the sequences in detail and …

Development of the Topic Tagging System for Thai and English-Translated Web Contents

T Amsa–nguan, N Leerattanachote… - … Joint Conference on …, 2024 - ieeexplore.ieee.org
This paper presents the creation and evaluation of an AI-driven web application for topic
tagging, utilizing both Thai and English-translated data. It tests and compares various …

Sintm-lda and rake based topic modelling for sinhala language

R Kumari, S Hettiarachchi - 2021 Asian Conference on …, 2021 - ieeexplore.ieee.org
The advancement of technology increased the usage of textual information in the world.
Growing of such numerous types of unstructured and heterogeneous text data become hard …

An innovative method for topic modeling employing speed reading

FZ Sifi, A El Mzabi, W Sabbar… - 2023 14th International …, 2023 - ieeexplore.ieee.org
As the pace of product reviews and similar textual content accelerates, the power of natural
language becomes evident in its ability to effectively convey vast and intricate information …

When are Latent Topics Useful for Text Mining? Enriching Bag-of-Words Representations with Information Extraction in Thai News Articles

N Kanungsukkasem, P Chuangkrud… - Asian Conference on …, 2023 - Springer
Abstract The Bag-of-Words (BOW) model is simple but one of the successful representations
of text documents. This model, however, suffers from the sparse matrix, in which most of the …

[PDF][PDF] When are Latent Topics Useful for Text Mining?

T Leelanupab - researchgate.net
The Bag-of-Words (BOW) model is simple but one of the successful representations of text
documents. This model, however, suffers from the sparse matrix, in which most of the …