PAPALELE : Jurnal Penelitian Sosial Ekonomi Perikanan dan Kelautan
Vol 8 No 2 (2024): PAPALELE: Jurnal Penelitian Sosial Ekonomi Perikanan dan Kelautan

ANALISIS SENTIMEN PUBLIK TERHADAP KEBIJAKAN EKSPOR SEDIMEN LAUT INDONESIA MELALUI PLATFORM X.COM

Poltak, Hendra (Unknown)
Handayani, Handayan (Unknown)
Ismail, Ismail (Unknown)
Lina, Tirsa Ninia (Unknown)
Ulat, Muhamad Ali (Unknown)
Muhfizar, Muhfizar (Unknown)
Karubaba, Octavianus Kristian (Unknown)



Article Info

Publish Date
09 Dec 2024

Abstract

Indonesia's marine sediment export policy has become a controversial topic among the public, especially in relation to environmental and socio-economic impacts. This research aims to analyze public sentiment towards Indonesia's marine sediment export policy via the X.com platform (formerly Twitter) using Natural Language Processing (NLP) techniques. Data was taken during the period September to October 2024 using the scraping method using the Twitter API. The dataset consisting of 72 tweets was processed through a data preprocessing step to remove irrelevant elements. Sentiment is analyzed using the BERT (Bidirectional Encoder Representations from Transformers) model, which allows deep detection of sentiment context. The analysis results show that 67% of tweets contain negative sentiment, 25% are neutral, and 8% are positive. This finding shows that the public is worried about the impact of marine sediment export policies.

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Journal Info

Abbrev

papalele

Publisher

Subject

Economics, Econometrics & Finance

Description

Papalele Journal focuses on publishing the results of research in the socio-economic of fisheries and marine. The coverage of it is: Economics of fisheries and marine resources, including economic valuation, bio-economics, environmental economics, tourism economics, resource management, conflict ...