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All Journal JIKA: Jurnal Ilmu Keuangan dan Perbankan
Najwa Salsabilla
Universitas Komputer Indonesia
Economics, Econometrics & Finance

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Social Media Sentiment Analysis Based on Big Data as a Foundation for Sustainable Business Decision-Making Yayah Sutisnawati; Hadi Purnomo; Najwa Salsabilla
Jurnal Ilmu Keuangan dan Perbankan (JIKA) Vol. 15 No. 2: Juni 2026
Publisher : Program Studi Keuangan & Perbankan, Fakultas Ekonomi dan Bisnis, Universitas Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34010/jika.v15i2.19506

Abstract

Social media has many negative impacts because everyone uses it nowadays. Companies need to use this data to make faster decisions. This study examines how big data sentiment analysis can support sustainability. I conducted an in-depth review of research articles, following the PRISMA guidelines. I searched Google Scholar, ScienceDirect, and SpringerLink and ended up with 20 good articles. I thoroughly examined them for key ideas, new points, and things that have not been thoroughly explored. I found that sentiment analysis of big data actually helps companies make decisions. It provides precise information about what customers are doing and thinking in real time. It turns out that sentiment analysis was originally a marketing tool, but is now used in various parts of the company. The problem is that companies are not utilizing sentiment analysis to make sustainable decisions that strike a balance between people and money. And the surroundings. I believe that increasing human-computer interaction is crucial, and more real-world research is needed, particularly in developing nations  Keywords: Big Data Analytics, Sentiment Analysis, Decision-Making, Social media, Corporate Sustainability  
Co-Authors Hadi Purnomo Yayah Sutisnawati