Projects Experience
Projects Experience
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- Sejong University Industry-Academic Cooperation Foundation. March 2020 ~ January 2021
Project Name: Machine Learning and Semantic Knowledge-based Big Data Analysis.
Project Name: Machine Learning and Semantic Knowledge-based Big Data Analysis.
Description: A Novel Healthcare Monitoring System for Chronic Patients Using Wearable Sensors and Social Networking Data
Description: A Novel Healthcare Monitoring System for Chronic Patients Using Wearable Sensors and Social Networking Data
Position: Leading Researcher / Principal Investigator
Position: Leading Researcher / Principal Investigator
Responsibilities: My role was to develop a novel healthcare monitoring system for chronic patients using wearable sensors and social networking data.
Responsibilities: My role was to develop a novel healthcare monitoring system for chronic patients using wearable sensors and social networking data.
- Korea Electronics and Telecommunication Research Institute. January 2018 ~ August 2019
Project Name: Remote Medical Technology.
Project Name: Remote Medical Technology.
Description: Remote medical element technology and security technology for providing remote medical service based on the TaaS SW platform.
Description: Remote medical element technology and security technology for providing remote medical service based on the TaaS SW platform.
Position: Senior Researcher
Position: Senior Researcher
Responsibilities: My role involves utilising deep learning and semantic knowledge approaches to enhance the healthcare monitoring system for diabetes, blood pressure, and mental health patients.
Responsibilities: My role involves utilising deep learning and semantic knowledge approaches to enhance the healthcare monitoring system for diabetes, blood pressure, and mental health patients.
- Korea National Research Foundation. September 2015 ~ December 2017
Project Name: Key Technology Research on Nano Body Area Network
Project Name: Key Technology Research on Nano Body Area Network
Description: This research studies first the physical characteristics of both molecular communication and electromagnetic (EM) Nano-communication in the recent research domain, and then designs/analyzes a molecule-EM Nano-communication hybrid mechanism for Nano Body area networks.
Description: This research studies first the physical characteristics of both molecular communication and electromagnetic (EM) Nano-communication in the recent research domain, and then designs/analyzes a molecule-EM Nano-communication hybrid mechanism for Nano Body area networks.
Position: Research Assistant
Position: Research Assistant
Responsibilities: In this project, my role was to use fuzzy ontology and machine learning approaches to monitor the intelligent transportation system using online data, to develop a recommendation system for social robotics, and to filter web content systematically. Additionally, my role involved creating type-2 fuzzy ontology–aided recommendation systems for IoT-based healthcare, which enabled efficient monitoring of patients' bodies and recommended diets with specific foods and drugs.
Responsibilities: In this project, my role was to use fuzzy ontology and machine learning approaches to monitor the intelligent transportation system using online data, to develop a recommendation system for social robotics, and to filter web content systematically. Additionally, my role involved creating type-2 fuzzy ontology–aided recommendation systems for IoT-based healthcare, which enabled efficient monitoring of patients' bodies and recommended diets with specific foods and drugs.
- Korea National Research Foundation. March 2013 ~ February 2015
Project Name: Type-2 Fuzzy Ontology-based Intelligent Adaptable Simulator for Marine Missions and Intelligent Prototype for Hotel Reservation System.
Project Name: Type-2 Fuzzy Ontology-based Intelligent Adaptable Simulator for Marine Missions and Intelligent Prototype for Hotel Reservation System.
Description: This research studies the limitations of marine missions and hotel reservation systems, and then designs a new approach using type-2 fuzzy ontology to overcome the limitations in both domains.
Description: This research studies the limitations of marine missions and hotel reservation systems, and then designs a new approach using type-2 fuzzy ontology to overcome the limitations in both domains.
Position: Research Assistant
Position: Research Assistant
Responsibilities: In this project, my role was to develop intelligent simulator for marine users and intelligent prototype to automate the hotel reservation system.
Responsibilities: In this project, my role was to develop intelligent simulator for marine users and intelligent prototype to automate the hotel reservation system.
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