Vol. 1 No. 2 (2025): Volume 1 Issue 2 (May 2025)
Vol. 1 No. 2 (2025): Volume 1 Issue 2 (May 2025)
Archives
Published: 2025-05-30
Articles
Development of Machine Learning Models for Predicting Academic Stress in Adolescents: A Survey on Mental Health Status of Adolescents in 2021
In the field of social science research, traditional statistical methods have been predominantly used to analyze the major causes of adolescent stress. Most existing studies focus on this approach. In relation to academic stress, this study aims...
Academic Stress
Machine Learning
Gradient Boosting
Adolescent Mental Health
Big Data Analysis
2-19
Identifying Key Elements for Future Education: A Keyword Analysis of Generative Artificial Intelligence in Education Using Text Mining Techniques
This study was conducted to identify key elements of future education in relation to generative artificial intelligence (AI), particularly in light of rapid technological advancements and the upcoming implementation of AI digital textbooks in...
Text Mining
Generative Artificial Intelligence
Education
Keyword Frequency Analysis
Keyword Network Analysis
20-35
Development of a Machine Learning-based Corporate Management Strategy Prediction Model Reflecting ESG Rating Information
In this study, the model reflected not only financial data but also corporate ESG rating information to predict corporate management strategies. Five Machine learning classifiers such as RF, SVM, XGBoost, LightGBM, and CatBoost were used to...
management strategy
machine learning
management strategy prediction
ESG rating
36-55
Research on ethical issues and improvement tasks related to Big Data analysis and utilization of Artificial Intelligence
As Artificial Intelligence(AI)-based data analysis technology develops, it fails to keep up with general ethical standards and gaps arise between them, leading to ethical issues. When AI technology is used to analyze and utilize Big Data, it is...
Artificial Intelligence
Artificial Intelligence technology
Big Data
Big Data utilization
ethical implications
56-81
The Ethical Impacts of AI on Industries and Governance Frameworks for Overcoming Them
This paper As the AI industry continues to flourish today, the ethical implications of AI on various industries are expected to manifest in diverse ways. It is anticipated that AI will impact not only specific sectors but also entire industries...
AI Ethics
Data Collection
Digital Divide
Job Displacement
Ethical Issues
AI Governance
82-89