IEEE

Topic Modeling of Virtual Reality Game Reviews using Latent Dirichlet Allocation

Since virtual environments are complex and humans play a central role in these spaces, understanding user perceptions of them is crucial. To get a better understanding of such virtual spaces, thematic ...
Journal of Medical Internet Research

Investigating Social Media Use by Young People to Self-Manage Type 1 Diabetes Mellitus: Large-Scale Analysis of Social Media Discussions Using Topic Modeling

An efficient analysis pipeline, integrating topic modeling with large language model (LLM) summarizing and human verification, was applied to identify the discussion topics. Results: We analyzed 1765 ...
IEEE

Topics Model in Political Communication on Social Media for NTB Governor Election

Abstract: This study presents a computational analysis of political discourse in the 2024 West Nusa Tenggara (NTB) gubernatorial election using advanced topic modeling techniques. Leveraging Latent ...
SciELO

Public perception on climate change: Analyzing impact of IPCC reports via topic modeling with NMF and sentiment analysis

Social engagement in environmental issues has significantly increased with the rise of social media, which plays a critical role in shaping public perception of climate change. This study examines the ...