Projects Experience
Projects Experience
- 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 patient using wearable sensors and social networking data.
Responsibilities: My role was to develop a novel healthcare monitoring system for chronic patient 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 TaaS SW platform.
Description: Remote medical element technology and security technology for providing remote medical service based on TaaS SW platform.
Position: Senior Researcher
Position: Senior Researcher
Responsibilities: My role is to use deep learning and semantic knowledge approaches to advance the healthcare monitoring system of diabetes, blood pressure, and mental health patients.
Responsibilities: My role is to use deep learning and semantic knowledge approaches to advance the healthcare monitoring system of 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 recommendation system for social robotics, and to systematically filter web content. Also, my role was to develop a type-2 fuzzy ontology–aided recommendation systems for IoT-based healthcare to efficiently monitor the patient's body while recommending 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 recommendation system for social robotics, and to systematically filter web content. Also, my role was to develop a type-2 fuzzy ontology–aided recommendation systems for IoT-based healthcare to efficiently monitor the patient's body while recommending 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 design 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 design 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.