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September 23, 2025AKUMULASI Indonesian Journal of Applied Accounting and Finance

Digital Banking Rivalry in Indonesia: ML-Powered Analysis and Forecasting Using Search Data for Top 5 Banks

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Authors

AKAsep Koswara

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Overview

Quantitative analysis forecasts market behavior in Indonesia's top banks, suggesting strategic implications.

Key Points

  • Forecasting search trends in Indonesia's digital banking sector reveals insights into consumer behavior.
  • Utilizing Google Trends data from 2019 to 2024 highlights competition among SeaBank, Bank Jago, and others.
  • Clustering techniques identified significant regional patterns, with ARIMA and Prophet models providing unique insights.
  • Findings guide geo-targeted marketing and ecosystem partnerships to enhance digital banks' outreach in Indonesia.

Cite This Study

Asep Koswara (2025) studied this question.

synapsesocial.com/papers/68d4759931b076d99fa6d9eahttps://doi.org/10.20961/akumulasi.v4i1.2360
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