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All Journal Altasia : Jurnal Pariwisata Indonesia Jurnal Riset Bisnis dan Manajemen Business Preneur : Jurnal Ilmu Administrasi Bisnis ARBITRASE: JOURNAL OF ECONOMICS AND ACCOUNTING
Setiawan, Margareth
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Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media

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Journal : Jurnal Riset Bisnis dan Manajemen

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TRANSFORMING PRODUCT INNOVATION TO MEET CUSTOMER NEEDS THROUGH AI MARKETING, A CUSTOMER FEEDBACK ANALYSIS WITH GPT-4O MINI Sudirman, Ivan; Sudirman, Iman; Setiawan, Margareth; Rahmatillah, Intan
Jurnal Riset Bisnis dan Manajemen Vol. 18 No. 1 (2025): February Edition
Publisher : Faculty of Economic and Business, University of Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jrbm.v18i1.18021

Abstract

This research uses GPT to conduct sentiment analysis on customer reviews for biodegradable products. Sentiment analysis uses 4 categories, namely positive, negative, neutral and mixed, then for product improvement this study focuses on negative sentiment by adding negative sentiments from the mixed sentiments. Data collected from Amazon reviews regarding one brand of biodegradable trash bag in several stores. The GPT-4o Mini model was then used to categorize sentiment.The results of sentiment analysis show that most reviews are positive, but there are also many negative sentiments regarding product durability, leakage and price. The model used is able to accurately identify and extract negative sentiment even from a mixed sentiment, thereby providing a more complete understanding of customer dissatisfaction. This research emphasizes the importance of integrating AI-driver sentiment analysis into the marketing process.
Co-Authors Amalia, Rizkia Atik Aprianingsih Iman Sudirman Rahmah, Rosyidah Rahmatillah, Intan Sudirman, Ivan