EWHA WOMANS UNIVERSITY | Undergraduate/Graduate | Undergraduate | HOKMA College of General Education

Kim Dongil Associate Professor

Data Science/HOKMA College of General Education

Associate Dean, The Graduate School of Data Science/Associate Dean, The College of Artificial Intelligence/Department Chair, Data Science/Department Chair, Data Science
Ewha Campus Complex #B124
02-3277-4070
Office hours
- 월 오후 1:00 ~ 3:00

Research Record

A framework for tool wear and remaining useful life prediction in machining process using monitoring data and machine learning INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2025, v.138 no.2, 491-509
SCIE Scopus dColl.
Deep learning-based solar image captioning Advances in Space Research, 2024, v.73 no.6, 3270-3281
SCIE Scopus dColl.
Machine Learning-Based Anomaly Detection on Seawater Temperature Data with Oversampling Journal of Marine Science and Engineering, 2024, v.12 no.5, 807
SCIE Scopus dColl.
Deep learning-based cutting force prediction for machining process using monitoring data Pattern Analysis and Applications, 2023, v.26 no.3, 1013-1025
SCIE Scopus dColl.
Neural additive time-series models: Explainable deep learning for multivariate time-series prediction Expert Systems with Applications, 2023, v.228, 120307
SCIE Scopus dColl.

2026-1st
- Data Science Foundaitons 강의 계획서 상세보기
  - Subject No 39203Class No 01
  - 2Year ( 3Credit , 3Hour) Tue 6~6 (ECC) , Thu 4~4 (155)
  - Exchange students are not allowed
- Deep Learning
  - Subject No 39214Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 5~5 (ECC) , Thu 6~6 (155)
  - Exchange students are not allowed
- Data Science Capstone Design Ⅱ 강의 계획서 상세보기
  - Subject No 39222Class No 01
  - 4Year ( 3Credit , 4.5Hour) Tue 7~7 (ECC) , Fri 5~6 (155)
  - Exchange students are not allowed
- Data Science ACTION Seminar 1 강의 계획서 상세보기
  - Subject No IDI118Class No 01
  - Year ( 1.5Credit , 1.5Hour)
- Deep Learning & AI Applications 강의 계획서 상세보기
  - Subject No IDS108Class No 01
  - Year ( 3Credit , 3Hour) Sat 4~4 (ECC-)
- Data Science ACTION Seminar 1 강의 계획서 상세보기
  - Subject No IDS801Class No 01
  - Year ( 1.5Credit , 1.5Hour) Sat 7~8 (ECC-)
- Data Science Capstone Design 강의 계획서 상세보기
  - Subject No IDS901Class No 01
  - Year ( 3Credit , 3Hour) Sat 5~5 (ECC-)
2025-2nd
- Understanding of AI and Data Science 강의 계획서 상세보기
  - Subject No 39138Class No 01
  - 1Year ( 3Credit , 3Hour) Mon 3~3 (ECC) , Wed 2~2 (142)
  - Exchange students are not allowed
- Machine Learning
  - Subject No 39207Class No 01
  - 2Year ( 3Credit , 3Hour) Tue 6~6 (ECC) , Thu 4~4 (155)
  - Exchange students are not allowed
- Time Series Analysis 강의 계획서 상세보기
  - Subject No 39220Class No 01
  - 3Year ( 3Credit , 3Hour) Wed 2~3 (ECC)
- Advanced Deep Learning 강의 계획서 상세보기
  - Subject No G18865Class No 01
  - Year ( 3Credit , 3Hour) Wed 4~5 (ECC)
- Data Science Seminar 강의 계획서 상세보기
  - Subject No IDS801Class No 01
  - Year ( 1.5Credit , 1.5Hour) Sat 7~8 (ECC-)
- Data Science Capstone Design 강의 계획서 상세보기
  - Subject No IDS901Class No 01
  - Year ( 3Credit , 3Hour) Sat 5~6 (ECC-)
2025-1st
- Data Science Foundaitons 강의 계획서 상세보기
  - Subject No 39203Class No 01
  - 2Year ( 3Credit , 3Hour) Tue 5~5 (ECC) , Thu 6~6 (134)
- Deep Learning
  - Subject No 39214Class No 01
  - 3Year ( 3Credit , 3Hour) Tue 6~6 (ECC) , Thu 4~4 (161)
- Deep Learning 강의 계획서 상세보기
  - Subject No IDS108Class No 01
  - Year ( 3Credit , 3Hour) Sat 4~4 (ECC-)
- Data Science Seminar 강의 계획서 상세보기
  - Subject No IDS801Class No 01
  - Year ( 1.5Credit , 1.5Hour) Sat 6~7 (ECC-)
- Data Science Capstone Design 강의 계획서 상세보기
  - Subject No IDS901Class No 01
  - Year ( 3Credit , 3Hour) Sat 5~5 (ECC-)
2024-2nd
- Data Science Statistics 2
  - Subject No 39202Class No 01
  - 1Year ( 3Credit , 3Hour) Mon 6~6 (ECC) , Wed 5~5 (147)
  - Only for Department of Data Science Students, Prerequisite: Data Science Statistics 1
- Machine Learning 강의 계획서 상세보기
  - Subject No 39207Class No 01
  - 2Year ( 3Credit , 3Hour) Tue 5~5 (ECC) , Thu 6~6 (161)
- Data Science Seminar 강의 계획서 상세보기
  - Subject No IDS801Class No 01
  - Year ( 1.5Credit , 1.5Hour) Sat 7~7 (ECC-)
- Data Science Capstone Design 강의 계획서 상세보기
  - Subject No IDS901Class No 01
  - Year ( 3Credit , 3Hour) Sat 5~5 (ECC-)
2024-1st
- Data Science Statistics 1
  - Subject No 39199Class No 01
  - 1Year ( 3Credit , 3Hour) Mon 3~3 (ECC) , Wed 2~2 (161)
  - Only for Department of Data Science Students
- Data Science Foundaitons 강의 계획서 상세보기
  - Subject No 39203Class No 01
  - 2Year ( 3Credit , 3Hour) Mon 6~6 (ECC) , Wed 5~5 (134)
- Deep Learning 강의 계획서 상세보기
  - Subject No IDS108Class No 01
  - Year ( 3Credit , 3Hour) Sat 4~4 (ECC-)
- Data Science Core Technologies II 강의 계획서 상세보기
  - Subject No IDS112Class No 01
  - Year ( 3Credit , 3Hour) Sat 3~3 (ECC-)
- Data Science Seminar 강의 계획서 상세보기
  - Subject No IDS801Class No 01
  - Year ( 1.5Credit , 1.5Hour) Sat 6~7 (ECC-)
- Data Science Capstone Design 강의 계획서 상세보기
  - Subject No IDS901Class No 01
  - Year ( 3Credit , 3Hour) Sat 4~5 (ECC-)
2023-2nd
- Basic Mathematics for Data Science 강의 계획서 상세보기
  - Subject No 39201Class No 01
  - 1Year ( 3Credit , 3Hour) Mon 4~4 (ECC) , Thu 5~5 (159)
- Data Science Statistics 2
  - Subject No 39202Class No 01
  - 1Year ( 3Credit , 3Hour) Tue 4~4 (ECC) , Fri 5~5 (321)
  - Language Changed, Only for Department of Data Science Students
2023-1st
- Data Science 강의 계획서 상세보기
  - Subject No 39142Class No 01
  - 2Year ( 3Credit , 3Hour) Mon 4~4 (ECC) , Thu 5~5 (222)
- Data Science Statistics 1
  - Subject No 39199Class No 01
  - 1Year ( 3Credit , 3Hour) Mon 3~3 (ECC) , Wed 2~2 (151)
  - Language Changed Only for Department of Data Science Students
- Deep Learning 강의 계획서 상세보기
  - Subject No IDS108Class No 01
  - Year ( 3Credit , 3Hour)

Academic Background

Seoul Nat'l Univ. 공학박사(산업공학과)

Seoul Nat'l Univ. 공학사(산업공학과)

Work Experience

충남대 2018-03-01 ~ 2023-02-28

한국생산기술연구원 2015-04-01 ~ 2018-02-28

삼성전자 2013-03-01 ~ 2015-03-15

Associate Dean, The Graduate School of Data Science 2024-02-01 ~ 2028-01-31

데이터사이언스전공주임교수 2025-03-01 ~ 2028-01-31

데이터사이언스학과장 2024-02-01 ~ 2028-01-31

Associate Dean, The College of Artificial Intelligence 2026-02-01 ~ 2028-01-31

Division Chair, Artificial Intelligence & Data Science 2025-03-01 ~ 2026-01-31

List

HOKMA College of General Education

Kim Dongil Associate Professor

Research Record

Courses

Academic Background

Work Experience