Article Per Year (5 Year)
p-Index From 2020 - 2025
5.031
P-Index
This Author published in this journals
All Journal Jupiter Prosiding SNATIKA Vol 01 (2011) Jurnal Ilmiah Matrik JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Sisfokom (Sistem Informasi dan Komputer) JURNAL SWARNABHUMI JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Journal of Information Systems and Informatics Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer JIIP (Jurnal Ilmiah Ilmu Pendidikan) Jurnal Digital Teknologi Informasi ABSYARA: Jurnal Pengabdian Pada Masyarakat Jurnal Nasional Ilmu Komputer Informanika Jurnal Pengembangan Sistem Informasi dan Informatika Jurnal Nasional Pengabdian Masyarakat Ngabdimas : Pengabdian Pada Masyarakat Journal Transformation of Mandalika Jurnal Pengabdian Masyarakat Information Technology (JPM ITech) Jurnal Rekayasa Sistem Informasi dan Teknologi Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer
Hadinata, Novri
Universitas Bina Darma
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Physics Social Sciences Other

Published : 37 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

 1 
Sentiment Analysis of Trending Topics on Social Media X Using Natural Language Processing and LSTM Rasmila, Rasmila; Saputri, Yosandra; Syaki, Firamon; Hadinata, Novri
Journal of Applied Informatics and Computing Vol. 9 No. 6 (2025): December 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i6.10931

Abstract

In today’s fast-paced digital era, trending news on Social Media X spreads rapidly, influences public opinion, and is often vulnerable to disinformation. This study analyzes netizens’ sentiment towards trending topics on Social Media X using Natural Language Processing (NLP) and a Long Short-Term Memory (LSTM) model. A dataset of 4483 comments was collected across 15 trending topics (Feb–Jun 2025). The preprocessing steps included cleansing, case folding, stopword removal, tokenization, and translation to handle bilingual data. Results show sentiment distribution: 35% positive, 36% negative, and 29% neutral. Model performance varied between 34%–67% accuracy, with precision, recall, and F1-scores indicating that topic sensitivity, language diversity, and data imbalance strongly influenced outcomes. This research contributes to text analytics by providing a baseline model for real-time trending news sentiment analysis in Indonesia, particularly under multilingual and noisy data conditions.
Co-Authors Aan Restu Mukti Ade Putra Ade Putra Alam Syaputra Alan Budi Kusuma Alfarizki, Maulana Putra Amalia , Rahayu Andri Andri Aqil, Ibnu Ariandi, Muhamad Bayu Bayuni Bella Rosalia Christin Evasari Nainggolan Dasmen, Rahmat Novrianda Deby Tri Sundari DEVI UDARIANSYAH Edi Supratman Eka Puji Agustini Fachry Abda El Rahman Febriyanti, Dinni Fira Venika Habibulloh, Habibulloh Hani Nurhaliza I Wayan Desta Gafatia Ike Sari Inggri ramadanti utami Jemakmun, Jemakmun Kurniawan Kurniawan Kurniawan Kurniawan Kurniawan, Fatah Dwi M. Leo Irpan Makmuri, M. Kumroni Maria Ulfa Muhamad Ariandi Muhammad Nasir Nazhiifah, Nauroh - Nia Novita Sari Novaldi Akbar Nurhera Larassati Nurul Huda Nyimas Sopiah Parindo, Kevin Randa Firnando Rasmila Rasmila, Rasmila Rayhan, M. Rizky Nova Wardani, Kiky Saputri, Yosandra Siti Sauda Suyanto Suyanto Syaki, Firamon Udariansyah, Devi Yani, Sari Yudiastuti, Helda