About Me

Dohyeon Kim is a master student at the Dept. of Industrial Engineering at POSTECH (Pohang University of Science and Technology) in South Korea. His research interests center on Data Mining, Process Mining, and big data analytics. He has joined Analytics & Information Management Lab. (Prof. Minseok Song).

Education

July 2016 - Present

Pohang University of Science and Technology (POSTECH)
Combined M.S. - Ph.D. in Industrial and Management Engineering

March 2012 - February 2016

Ulsan National Institute of Science and Technology (UNIST)
Major in Computer Science and Engineering and Technological Management (Magna Cum Laude)

September 2008 - May 2011

Hvitfeldtska Gymnasiet
International Baccalaureate (IB) Program

September 2007 - May 2008

Amador Valley High School

Publications

2017

  1. Park, K., Kwak, J., Han, S., Song, M., Choi, D., Jang, H., Kim, D., Won, Y., Jeong, I., “Modelling the Intrusive Feelings of Advanced Driver Assistance Systems based on Vehicle Activity Log Data: A Case Study for the Lane Keeping Assistance System” International Journal of Industrial Ergonomics (In Submission)

Conferences

2017

  1. Park, K., Han, S., Kwak, J., Song, M., Choi, D., Jang, H., Kim, D., Won, Y., Jeong, I., “차선 유지 보조시스템의 성능 지표 제안” In Spring Conference of the Ergonomics Society of Korea (대한인간공학회), Jeju Kensington Resort, Jeju, Korea, April 27-30, 2017
  2. Lim, J., Cho, M., Song, M., Kim, D., Choi, M., Yu, S., Kim, K., Baek, H., Kim, S., “Assessment of clinical pathways based on patients’ records: A case study” In Industrial Engineering and Management Science (대한산업공학회), Yeosu Expo Convention Center, Yeosu, Korea, April 26-29, 2017
  3. Kim, D., Park, K., Jang, H., Han, S., Kwak, J., Song, M., Choi, D., Won, Y., Jeong, I., “계측 데이터 분석 기반 LKA 성능 평가 방법” In Industrial Engineering and Management Science (대한산업공학회), Yeosu Expo Convention Center, Yeosu, Korea, April 26-29, 2017
  4. Jang, H., Kwahk, J., Han, S., Song, M., Choi, D., Park, K., Kim, D., Won, Y., Jeong, I., “Suggesting Design Method for Performance Evaluation System Based on IoT Data: Considering UX”, Proceedings of the Tenth International Conference on Advances in Computer-Human Interactions (2017)
  5. Cho, M., Song, M., Kim, D., Kim, K., Jung, C., Kim, K., “공공데이터를 활용한 고용보험 가입 예측 모델 개발” In Korea Bigdata Society (한국빅데이터학회), Yonsei University, Seoul, Korea, May 12, 2017.

2016

  1. Yi. H, Cho, M., Kim, D., Song, M., “An application of Process mining on Business Process Re-engineering: A case study” In Industrial Engineering and Management Science (대한산업공학회), Ramada Hotel, Jeju, Korea, April 13-16, 2016.

Projects

2017

  1. Multi-device / Multi-source Data 기반 IoT Intelligence 서비스 경험 연구. Co-work: 삼성전자. 2017. 5. 15 ~ 2017. 9. 15. 연구책임자: 곽지영교수님
  2. 프로세스 마이닝 기반 시스템로그 및 UX 분석 모델 . Co-work: 삼성중공업, 2017. 8. 1 ~ 2017. 10. 31. 연구책임자: 송민석교수님

2016

  1. Development of a statistical analysis program for LKAS (Lane Keeping Assist System) performance evaluation. Co-work: 현대자동차그룹. 2016. 5. 15 ~ 2017. 7. 31. 연구책임자: 한성호교수님
  2. 대용량 데이터를 활용한 산재 및 고용보험 가입누락 조사대상 사업장 구축. Co-work: 근로복지공단. 2016. 5. 1 ~ 2016. 8. 31. 연구책임자: 송민석교수님

Award

2015

  1. Third-Prize Award. Process Mining Case Competition (The 2015 Asia-Pacific Conference on Business Process Management Conference)