Hoon‐Seok Jang
Papers
1
Total Citations
7
H-Index
1
About
Dr. Hoon-Seok Jang is a leading researcher in smart agriculture and precision farming, with a focus on leveraging artificial intelligence and sensor technology to address critical challenges in food security. His most cited work, "Prediction of Sensor Data in a Greenhouse for Cultivation of Paprika Plants Using a Stacking Ensemble for Smart Farms" (2023, 7 citations), exemplifies his core contribution: developing advanced machine learning models to optimize crop management in controlled environments. By integrating stacking ensemble methods with real-time sensor data, Dr. Jang has pioneered approaches that enable more accurate prediction of environmental variables—such as temperature, humidity, and soil moisture—directly improving yield and resource efficiency for high-value crops like paprika. His research directly tackles pressing issues in South Korea’s agricultural sector, including an aging farming population and labor shortages, by making smart farms more autonomous and data-driven. Dr. Jang’s work stands out for its practical applicability, bridging the gap between cutting-edge AI and on-the-ground farming needs. As a result, his studies are increasingly cited by researchers and practitioners seeking scalable, technology-driven solutions for sustainable agriculture in the face of global food demands.
Research Focus
Key Achievements
Top Papers
- 1