AI-Driven Electroadhesion Laboratory, 글로벌 기초연구실, 한국연구재단(과학기술정보통신부), 2025~2027 (공동연구자) [under review]
Research on User Embedding Technology for Extracting User's Potential Behavioral Characteristics, 우수신진연구(씨앗연구), 한국연구재단(과학기술정보통신부), 2025~2027 (연구책임자) [under review]
AI Application Service Development Utilizing LLM RAG Technology, 국립공주대학교 SW중심대학사업 산학협력과제, 2025.03.01.-2024.11.30.
Research on building a learning pipeline for emergency activity logs for applying generative AI technology, 학술연구용역, 서울연구원(AI빅데이터랩), 2025.05.12-2025.10.12 (책임연구원)
Research on Risk-Level Predictive Modeling for Problematic Internet Use, 교내학술연구, 국립공주대학교, 2025 (연구책임자)
A Study of Repurchase Prediction using Survival Ensembles in CRM systems for Home Appliance Business, 신임교수정착연구, 국립공주대학교, 2024 (연구책임자)
| Field | Research & Development Projects |
|---|---|
|
Big Data Analysis and Modeling |
10) Analyzing LG Electronics integrated
customer data and identifying
|
|
Big data Analysis and Modeling, Use case scenario discovery |
8) Discovering use cases for customer data in LG Electronics (`20.05 ~21`.12)- Analysis of customer Lifestyle Profile data for business competitiveness innovation and new business model creation, use case discovery and data platform construction (1) Discovery of North American ThinQ service use cases where Lifestyle Profile based on device data can be utilized (2) Machine learning based customer churn prediction in home appliance rental business - (LG Rental Care Service customer churn prediction modeling) |
|
Big data Analysis and Modeling |
7) Battery data analysis and battery management SW development (`19)- Analysis of ESS usage log data for Germany and development of wireless charger battery management system SW for maintenance solution exploration considering battery life |
|
Discovery of concept of convergence project |
6) Convergence business project concept discovery and project execution (`18)- Concept discovery in the next-generation automobile field and PoC on development of electric vehicle battery and driving data collection module (OBD reader) |
| Big Data Analysis |
5) Analysis of new technology/new product
trends and discovery of candidate items
|
|
Big data Analysis and Modeling |
4) Mr.G "Smart Notification" PJT (`15)- Mr.G "Smart Notification" advanced commercialization project, advanced re-contact notification timing (callback time predictor) engine development (applied to MC headquarters G4/G+ models) 3) Mr.G "Smart Notification" PJT (`14)- Commercialization of recommendation engine (add contact, re-contact notification function) for Mr.G terminal intelligent agent "Smart Notification" (applied to MC headquarters G3/G4 models) 2) Big data usage behavior-based recommendation technology development' PJT (`13)- In-depth R&D of customized recommendation (app, music) technology based on usage behavior log and context information, development of keyword extraction engine based on text mining (news, blog) 1) Big data usage behavior-based recommendation technology development' PJT (`12)- 4 major domain (book, movie, news, app) service recommendation technology for intelligent agent R&D |
| Period | Project Title | Financial backing | Contributions |
|---|---|---|---|
| 2010.03~2011.07 |
Research on tag-based file access technique for social media discovery |
대기업 연계 IT/SW
창의연구과정(지경부) - Microsoft Research Asia |
Participating Researcher (Development of Tag-based File Access Technique) |
| 2010.03~2011.02 |
Development of intelligent user interface platform for next- generation mobile phones: Information fusion and synchronization subproject supporting linkage with external devices |
지식경제부 및 정보통신산업진흥원의
대학 IT연구센터 지원사업 |
Practical Team Leader (Content Synchronization for Group Tour) |
| 2009.03~2010.02 |
Development of mobile mixed reality-based experiential tour technology |
문화체육관광부 및 한국콘텐츠진흥원
2009년도 문화콘텐츠산업 기술지원사업 |
Participating Researcher (Development of Mobile Tour Guide) |
| 2007.04~2007.08 |
Development of mobile augmented
reality technology for personalization, selective sharing, and interaction of u-content in intelligent information space |
유비쿼터스 컴퓨팅 및 네트워크 원천기반 기술개발사업 (지경부) |
Sub-Team Leader (Mobile Context-Awareness) |
| 2006.04~2007.03 |
Development of mobile augmented
reality technology for personalization, selective sharing, and interaction of u-content in intelligent information space |
유비쿼터스 컴퓨팅 및 네트워크 원천기반 기술개발사업 (지경부) |
Practical Team Leader (Context-Aware Mobile Augmented Reality System) |
| 2005.03~2006.02 |
Study on integrated context-aware application model for wearable computing environment |
한국전자통신연구원 (ETRI) |
Participating Researcher (Development of User Context Management Module) |
| 2004.04~2004.12 |
Responsive Cyberspace: Development of location-based context-aware distributed interaction technology |
한국과학기술연구원(KIST) |
Participating Researcher (Development of Middleware for Virtual Reality Context-Aware Application Model Service) |
| 2002.05~2002.12 |
Responsive Cyberspace: Study on 2.5D Video Avatar |
한국과학기술연구원 (KIST) |
Participating Researcher (Development of 2.5D Video Avatar Generation Technique) |