Projects
dxLab, Sungkyunkwan University, Seoul, Korea
Current Projects
[2023.6-2025.5] (Principle investigator (PI)) User experience in the era of eco-friendly and sustainable mobility: an integrated approach of big data and text mining, The Basic Research Program for the Humanities and Social Sciences on Young Researchers (인문신진), NRF.
[2020.9-2027.8] (Co-investigator) Bigdata Research and Education Group for Enhancing Social Connectedness Thorough Advanced Data Technology and Interaction Science Research, BK21 Four Program, NRF.
[2022.6-2024.5] (PI: Jeong, Dahye) Multi-dimensional User Authentication System based on Multimodal Deep Learning Approaches, Research Subsidies for Ph.D. Candidates (박사과정생연구장려금지원), NRF.
[2023.9-2024.8] (PI: Park, Sunyoung) Research on Explainable Artificial Intelligence for Multimodal Graph Learning, Research Subsidies for Ph.D. Candidates (박사과정생연구장려금지원), NRF.
[2023.9-2024.8] (PI: Lee, Minyoung) FaceTTS: Face-based personalize multimodal Text-to-Speech synthesis model, Research Subsidies for Ph.D. Candidates (박사과정생연구장려금지원), NRF.
[2023.9-2024.8] (PI: Ahn, Hyeongjin) A Study on user experience of and attitude toward environmentally sustainable mobility, The Academic Research Professor Program (학술연구교수), NRF.
[2023.9-2024.8] (PI: Park, Sunyoung) Analysis of health literacy research trends for the elderly in the Post COVID-19 era: an integrated approach of data mining and in-depth analysis, The Academic Research Professor Program (학술연구교수), NRF.
[2023.10-2024.9] (PI) International Collaborative Research for Customized Personal Information Detection Technologies on Multimodal Data, NRF International Mobility Program (NRF 인터내셔널 모빌리티), NRF.
[2024.4-2026.12] (PI) International Collaboration Research Project for Large-Scale on User-oriented Security, Digital Global Research program (디지털 분야 글로벌 인재양성), IITP
[2024.4-2026.12] (Co-investigator) Developing Reliable and Safety Human-AI Alignment Technologies, Digital Global Research program (디지털 분야 글로벌 인재양성), IITP
[2023.7-2028.12] (Co-investigator) Graduate School of Metaverse Convergence (Sungkyunkwan University), Metaverse Convergence University program (메타버스 융합대학원(성균관대학교)), IITP.
[2023.7-2027.12] (PI) Research and Learning Program for Entertainment Data Science, ICAN(ICT Challenge and Advanced Network of HRD) program (학·석사연계ICT핵심인재양성), IITP.
[2020.7-2024.12] (PI) User-Centered Artificial Intelligence for Service Design, ICAN(ICT Challenge and Advanced Network of HRD) program (ICT혁신인재4.0), IITP.
[2020.4-2024.12] (Co-investigator) AI·Big data based Cyber Security Orchestration and Automated Response Technology Development, Development of Core Source Technologies for Information Security, IITP.
PAST Projects (2017 ~)
[2023.5-2024.2] (PI) Developing AI-based Energy Consultation Customer Classification Models with Code Clarification Technologies, Raon Data
[2021.6-2024.2] (Co-investigator) Study on Self-Driving B5G Networks towards Federated Private-5G, The Basic Research Laboratory Program (기초연구실), NRF.
[2020.3-2024.2] (PI) Developing a Deep Learning Model for Detecting High-Risk Mental Health Group, The Individual Research Grants Program (우수신진), NRF.
[2020.6-2021.8] (Researcher, PI: Prof. Angel P. del Pobil) User-customized Deep Learning Model for Recommending Heterogeneous Services, The Individual Research Grants Program (기본연구), NRF.
[2019.6-2021.5] (Researcher, PI: Prof. Jay Ohm (KAIST)) A Study on the Efficiency and Productivity of Software Development, The Individual Research Grants Program (보호연구), the National Research Foundation of Korea (NRF).
[2018.9-2020.8] (Co-Investigator) Interaction Science for Developing Global Human-Informatics Leaders focusing on UI/UX, BK21 Plus Program, NRF.
[2018.5-2020.4] (PI) Exploring public attitude toward various energy sources: An approach of social media big data, The Individual Research Grants Program (신진연구자지원), NRF.
[2019.3-2020.2] (Researcher, PI: Prof. Angel P. del Pobil) Developing a Deep Learning Model for Predicting Service Reuse, The Individual Research Grants Program (이공중견연구), NRF.
[2017.3-2020.2] (PI) Exploring user experience of augmented reality and virtual reality products, The First Research Grants Program (생애첫연구), NRF.
[2017.9-2018.8] (Co-investigator) Design Science: A convergence research on design and Big Data, The Priority Research Centers Program, NRF.
[2021.9-2022.8] (PI) Developing AI/Cloud based User Data Security Technologies, the High-Potential Individuals Global Training Program (글로벌핵심인재양성지원), IITP.
[2020.7-2021.8] (Researcher, Co-PI: Prof. Angel P. del Pobil) Towards Super Sapiens: Superintelligence for Future Human Innovations, ICT Creative Consilience program (ICT명품인재), IITP.
[2019.1-2021.2] (Researcher) SW-oriented College, Sungkyunkwan University, SW-oriented University Supporting Program (SW중심대학지원), IITP.
[2018.3-2018.8] (Co-investigator) ERICA Center for Software Oriented Society, IITP.
[2021.4-2023.12] (Co-investigator) Core Technology Development for AI-based O&M Gas·Oil Plants, The Construction Technologies Program (Foster R&D Program), Korea Agency for Infrastructure Technology Advancement.
[2023.5-2023.12] (Co-investigator) Development of artificial intelligence-based solution for quality inspection of alternative leather, Korea Technology and Information Promotion Agency for SMEs.
[2022.8-2023.7] (Co-investigator) AI worker positioning solution for workplace safety, Seoul Business Agency.
[2022.7-2023.6] (PI) Development of AI-based Mobile Applications for Detecting a High-Risk Depression Group through Social Media Big Data, Gyeonggido Business & Science Accelerator.
[2022.7-2022.12] (Co-investigator) 3D Ground Penetration Radar Data, National Information Society Agency.
[2022.5-2022.12] (Co-investigator) Operation and management of AI-based Mine Detection Systems, Hancom Nflux.
[2022.3-2022.9] (PI) AI-based Multimodal Diagnostic Systems for Heat Transfer Pipelines, The Commissioned Research, Korea Institute of Civil Engineering and Building Technology.
[2021.3-2021.11] (PI) Designing AI-based Diagnostic Platform for Heat Transfer Pipelines, The Commissioned Research, Korea Institute of Civil Engineering and Building Technology.
[2020.7-2020.11] (PI) Designing an Analysis Model on Abnormal Statements in Thermal Pipelines Monitoring Procedures, The Commissioned Research, Korea Institute of Civil Engineering and Building Technology.
[2021.7-2022.7] (PI) Measuring Media Bias in non-Political News Contents using Deep Learning-based Natural Language Processing Techniques, Samsung Research Grants Program (삼성학술연구지원), Samsung and Sungkyunkwan University.
[2019.7-2020.6] (PI) Theorizing and analyzing user resistance behavior: an application of big data approaches, Samsung Research Grants Program (삼성학술연구지원), Samsung and Sungkyunkwan University.
[2021.4-2022.3] (PI) Follow-up Research: Exploring public perceptions of renewable energy, The Internal Research Grants Program (교내연구지원), Sungkyunkwan University.
[2020.10-2021.9] (PI) Follow-up Research: Who will be your next customer, The Internal Research Grants Program (교내연구지원), Sungkyunkwan University.
[2020.4-2021.3] (PI) Follow-up Research: Who Drives Successful Online Conversations, The Internal Research Grants Program (교내연구지원), Sungkyunkwan University.
[2019.10-2020.9] (PI) Follow-up Research: Beyond Coolness: Predicting the technology adoption of interactive wearable devices, The Internal Research Grants Program (교내연구지원), Sungkyunkwan University.
[2019.4-2020.3] (PI) Follow-up Research: Corporate social responsibility as a determinant of consumer loyalty, The Internal Research Grants Program (교내연구지원), Sungkyunkwan University.
[2021.5-2021.12] (Co-investigator) Developing and Demonstrating AI-Convergence Mine Detection Systems, the National IT Industry Promotion Agency.
[2018.5-2018.11] (Co-investigator) Big Data Research for Artificial Intelligence Applications, Electronics and Telecommunications Research Institute (ETRI).
[2018.4] (Co-investigator) Providing visualization software for the prediction of building-energy consumption patterns based on machine learning, ETRI.
[2017.11] (Co-investigator) Suggesting and Providing software for the validation of AI algorithm in ZTEC environment, ETRI.
[2017.11-2018.2] (PI) Designing a Computational Experiment Study, City University of Hong Kong.
[2017.3-2018.2] (PI) Successful Innovation diffusion of new products and service, The Internal Research Grants Program, Hanyang University.
[2017.3-2018.2] (PI) Exploring user acceptance of new and renewable energy systems, The Internal Research Grants Program, the RIET of Hanyang University.