Vol. 1 No. 1 (2025): Volume 1 Issue 1 (September 2025)
Vol. 1 No. 1 (2025): Volume 1 Issue 1 (September 2025)
Archives
Published: 2025-09-30
Articles
Churn Prediction Using Machine Learning based on E-commerce Data
The main objective of this study is to accurately predict customer churn in order to improve customer retention strategies and enhance long-term profitability for businesses.
The analysis was conducted by combining the RFM (Recency, Frequency,...
Customer Churn Prediction
Machine Learning
E-commerce
Online Shopping
RFM Model
Random Forest
Data Imbalance
Exploratory Data Analysis
Customer Segmentation
Efficient Robotic System Design and Utilization Strategies: A focus on logistics center case study
This study proposes efficient design and utilization strategies for robotic systems—one of the core technologies in logistics automation—in response to the sharp increase in logistics volumes and worsening labor shortages in warehouse operations...
Logistics robots
AGV(Automated Guided Vehicle)
AMR(Autonomous Mobile Robot)
ASRS(Automated Storage and Retrieval System)
Handling robots
Artificial Intelligence(AI)
23-53
A Study on the Influence of Mentoring Functions on Turnover Intention: MZ Generation in the Semiconductor Industry
The semiconductor industry is a cornerstone of modern technological advancement and a critical driver of future industries. Due to its technical complexity and specialized nature, talent acquisition and retention are key determinants of...
Mentoring Program
Turnover Intention
MZ Generation Workforce
Semiconductor IndustryTalent Retention
Organizational Commitment & Psychological Support
55-87
The Managerial Challenges and Strategic Alternatives for Global Non-memory Semiconductor Companies in Korea
Korea’s electronics industry has achieved remarkable growth over the past few decades, with Samsung Electronics, LG Electronics and SK Hynix, steadily increasing their global market share with their ceaseless efforts, bold...
Non-memory Semiconductor
Global Strategy
Business Strategy
Problem Solving
89-115
MedDiet® Med-Nutrition Platform Business Project
Nutrition is the foundation of health, directly influencing the physical fitness of the population and the development of society and the economy. The “Healthy China 2030” Plan and the “National Nutrition Plan 2017-2030”...
Foods for Special Medical Purposes (FSMP)
Medical Nutrition
Precision Nutrition
ArtificialIntelligence (AI)
Personalized Customization
117-133