Professor KIM Tae-Kyung

Professor Kim Tae-Kyung

Associate Professor
Department of Management Information Systems, Chungbuk National University
Artificial Intelligence Big Data Quantum Computing
20+ Publications
11+ Projects
15+ Years Exp.
2024 AICLab Founded

Current Positions

Associate Professor
Department of Management Information Systems, Chungbuk National University
Mar 2024 – Present
Leadership Role
Department Chair
Department of Management Information Systems, CBNU
Leadership Role
Vice Director
Startup Support Center, CBNU
Leadership Role
Director
RISE K-International Student Support Center, CBNU
Leadership Role
Director
Business Incubation Center / G-Tech Venture Center, CBNU
Leadership Role
Director
Convergence Technology Institute, CBNU

Research Areas

5 topics

Artificial Intelligence

  • Anomaly detection (deep learning/autoencoders; time-series and sensor data)
  • Computer vision for object detection and video understanding (object hierarchy/relationship extraction)
  • Pose-estimation-based action recognition and video fall detection
  • LLM reliability and hallucination analysis
  • LLM-based natural language → SQL generation (NL-to-SQL), data augmentation, and prompt-based performance improvement
4 topics

Big Data

  • Data analysis and modeling in distributed environments (power/IoT, etc.)
  • Federated-learning-based training and anomaly detection
  • Security-data-based attack detection (DDoS) and mitigation modeling
  • Data-driven predictive modeling (traffic/time-series forecasting)
4 topics

Quantum Computing

  • Optimization issues in NISQ environments (qubit allocation/mapping)
  • Use of quantum machines for solving combinatorial optimization problems (including surveys)
  • Classification of QAOA error-mitigation strategies and research on noise robustness
  • Applications of quantum–classical hybrid models (e.g., time-series/financial prediction)

Research Publications

19 Total Papers
11 SCIE
5 KCI
4 SCOPUS
2026
1 paper
[1]SCIE
Apr. 2026
Sarvagya Singh, Rahul Saha, Gulshan Kumar, Anand Nayyar, Tae-Kyung Kim
2025
6 papers
[2]SCIE
Dec. 2025
Sokheang Chan, Vungsovanreach Kong, Anand Nayyar, and Tae-Kyung Kim
[3]SCIE
Dec. 2025
Kimchhor Chiv, Leanghok Hour, Sanghyeon Lee, Tara Kit, Tae-Kyung Kim, and Youngsun Han
[4]SCIE
Nov. 2025
Sushruta Mishra, Sunil Kumar Mohapatra, Kshira Sagar Sahoo, Anand Nayyar, and Tae-Kyung Kim
[5]KCI
Sep. 2025
Naro Vorn and Tae-Kyung Kim
[6]SCOPUS
Jun. 2025
Tara Kit, Youngsun Han, Anand Nayyar, Tae-Kyung Kim
[7]SCIE
Jun. 2025
Vungsovanreach Kong, Saravit Soeng, Munirot Thon, Wan-Sup Cho, Anand Nayyar, Tae-Kyung Kim
2024
5 papers
[8]SCIEKCI
Dec. 2024
Kimleang Kea, Youngsun Han, Tae-Kyung Kim
[9]SCIE
Nov. 2024
Chansreynich Huot, Sovanmonynuth Heng, Tae-Kyung Kim, and Youngsun Han
[10]SCIE
Nov. 2024
Kimleang Kea, Dongmin Kim, Chansreynich Huot, Tae-Kyung Kim, and Youngsun Han
[11]SCOPUS
Aug. 2024
Saravit Soeng, Vungsovanreach Kong, Munirot Tho, Wan-Sup Cho, and Tae-Kyung Kim
[12]KCI
2024
Lee Jong-Hyun, Kim Tae-Kyung, Shin Seung-Yong
2023
3 papers
[13]SCIE
Aug. 2023
Kimleang Kea, Youngsun Han, and Tae-Kyung Kim
[14]KCI
2023
Design and Implementation of a Data-Driven Fault and Linearity Evaluation Monitoring System for Electric Power Steering
Lawal Alabe Wale, Kimleang Kea, Youngsun Han, Tae-Kyung Kim
[15]KCI
2023
The Mediating Effect of Immersion on the Relationship between SW Attitude, Computational Thinking, and Creative Self-Efficacy in AI·SW Classes
Kim Jeong-Hyun, Kim Tae-Kyung
2022
2 papers
[16]SCIE
2022
Lawal Wale Alabe, Kimleang Kea, Youngsun Han, Young Jae Min, and Tae-Kyung Kim
[17]SCIE
Nov. 2022
Sovanmonynuth Heng, Dongmin Kim, Tae-Kyung Kim, and Youngsun Han
2021
1 paper
[18]SCOPUS
Jun. 2021
Sengthai Heng, Tae-Kyung Kim, and Youngsun Han
2020
1 paper
[19]SCOPUS
Dec. 2020
Sengthai Heng, Tae-Kyung Kim, and Youngsun Han

Project Performance

11 Total Projects
5 Government
6 Industry
[1] National Research Foundation
Jun. 2025 ~ Feb. 2026
(PI) Foundational research on quantum computing business convergence and applications
[2] COOCON Co., Ltd.
Jul. 2025 ~ Dec. 2025
(PI) Development of AI-based automatic scraping-module generation technology
[3] Ministry of SMEs and Startups
Oct. 2024 ~ Dec. 2025
(PI) Advancement of a data-management system by applying AI-based scheduling and traffic-prediction algorithms
[4] Webcash Co., Ltd.
Sep. 2024 ~ Mar. 2026
(PI) Advisory on conversational B2B software technology development for Webcash Co., Ltd.
[5] National IT Industry Promotion Agency (NIPA)
Jun. 2024 ~ Aug. 2024
(PI) Deriving operational plans for a digital workforce-training program linked with overseas offices
[6] Pentagate
Jan. 2023 ~ Nov. 2024
(PI) Development of traffic-light and license-plate recognition algorithms from Vietnamese CCTV footage
[7] IzenTech
Mar. 2024 ~ Dec. 2024
(PI) Consulting service for intensive hands-on generative-AI training
[8] Korea Foundation for the Advancement of Science and Creativity
Dec. 2022 ~ Mar. 2023
(PI) 2022 vacation SW·AI education camp project
[9] Pentagate
Sep. 2023 ~ Jan. 2024
(PI) Development of deep-learning-based abnormal-behavior and fire-detection algorithms
[10] Pentagate
Jul. 2022 ~ Dec. 2022
(PI) Development of object-detection algorithms from low-resolution Vietnamese CCTV footage
[11] Jaeneung Education
Oct. 2020 ~ Feb. 2021
(PI) Development of an AI-based adaptive mastery-learning platform

Key Career Highlights

Digital Education & Research in Korea
Associate Professor
Department of Management Information Systems, Chungbuk National University
Mar 2024 – Present
  • Project Lead, "Digital Saessak" Program: AI education for 1,600 elementary, middle, and high school students
  • Adult Learners: Supports career transitions by providing AI and big-data education through degree programs
Assistant Professor
Department of AI Computer & Information Technology, Incheon Jaeneung University
2020 – 2023
International Experience
Director, Cambodia–Korea SW HRD Center
Cambodia–Korea SW HRD Center, Phnom Penh, Cambodia
Apr 2013 – Jul 2019
  • Trained young software professionals in developing countries
  • Selected 80 IT graduates from major Cambodian universities each year for advanced training
  • Operated software expert training programs to strengthen Cambodia's national IT capacity

Academic Background

PhD
Doctor of Philosophy
Information Industry Engineering
Chungbuk National University
2010
M.E.
Master of Engineering
Information Industry Engineering
Chungbuk National University
2005

Educational Philosophy

"

A digital-education expert across the entire lifespan — Drawing on extensive experience delivering digital education to learners of diverse ages and backgrounds, Professor Tae-Kyung Kim pursues practical AI and software education that anyone can access easily.

Youth in developing countries
Strengthening national competitiveness by training software experts
K–12 students
Foundational AI/SW education to nurture future digital talent
Adults and working professionals
Hands-on training to support career transitions and professional development

Media Coverage

Maeil Business Newspaper Feb. 2019
Maeil Business Newspaper Feb. 2016

Contact

University Email
kimtk@chungbuk.ac.kr
Phone
010-3090-7916
Affiliation
Department of Management Information Systems, CBNU