Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and <i>K</i>-Means Clustering

Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and <i>K</i>-Means Clustering

The mangrove ecosystem is crucial for addressing climate change and supporting marine life. To preserve this ecosystem, understanding community awareness is essential. While latent Dirichlet allocation (LDA) is commonly used for this, it has drawbacks such as high resource requirements and an inabil...

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Bibliographic Details
Main Authors: Retno Kusumaningrum, Selvi Fitria Khoerunnisa, Khadijah Khadijah, Muhammad Syafrudin
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Information
Subjects:
social media analysis
topic modeling
<i>K</i>-Means clustering
Sentence-BERT
mangrove awareness
Online Access:https://www.mdpi.com/2078-2489/15/3/165

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https://www.mdpi.com/2078-2489/15/3/165

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