Vol 8, No 2
March 2025

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Vol 8, No 2
March 2025

Collection Items

Comparative Sentiment Analysis of Digital Wallet Applications in<br /><br /> Indonesia Using Naïve Bayes
The rapid growth of financial technology in Indonesia has led to widespread use of digital wallet applications such as OVO, DANA, GoPay, and
ShopeePay. User-generated reviews on platforms like the Google Play Store offer valuable insights into…

Interpretable Product Recommendation through Association Rule Mining:<br /><br /> An Apriori-Based Analysis on Retail Transaction Data
The rapid growth of e-commerce has generated vast amounts of transactional data, creating opportunities for data-driven decision-making in
retail environments. This study presents an interpretable product recommendation approach based on association…

Enhancing Household Energy Consumption Forecasting Using the<br /><br /> XGBoost Algorithm with Cross-Validation and Residual-Based Evaluation
Accurate forecasting of household energy consumption plays a crucial role in optimizing energy efficiency, supporting sustainable policy
decisions, and improving operational management in smart grid systems. This study enhances conventional…

Analyzing Key Factors Influencing Employee Resignation Through<br /><br /> Decision Tree Modeling and Class Balancing Techniques
mployee resignation poses a significant challenge to organizational stability and workforce planning. This study aims to analyze the key factors
influencing employee resignation by developing an interpretable predictive model using the Decision Tree…

Examining Risk and Trust in Student Mobile Banking Adoption: An<br /><br /> Extended Technology Acceptance Model Perspective
This study examines the influence of trust, compatibility, satisfaction, perceived risk, and risk acceptance on students’ intention to use mobile
banking applications. As mobile banking becomes increasingly popular for its convenience and…
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