Hoonseok Park

About Me

Ph.D. candidate at Kyung Hee University, Republic of Korea

• Affiliation: Industrial Artificial Intelligence(IAI) Lab.
  
• Advisor: Professor Jae-Yoon Jung
  
• Email: hoonseok@khu.ac.kr

Research Interests

• Data Mining and Machine Learning Applications
• Data Analysis in Manufacturing Industry

Education

• M.S. Industrial and Management Systems Engineering, Kyung Hee University, 2018
  (Thesis: Frequent Pattern Discovery and Analysis from Multivariate Time Series in Manufacturing)
• B.S. Industrial and Management Systems Engineering, Kyung Hee University, 2016

Professional Experiences

• Visiting Researcher, DFKI: Deutschen Forschungszentrums für Künstliche Intelligenz, 2018.07
• Internship, SK Telecom Data Analytics CoE, 2018.01-2018.02

Publications

International Journals

1. Hoonseok Park and Jae-Yoon Jung*, “SAX-ARM: Deviated Event Pattern Discovery from Multivariate Time-Series Using Symbolic Aggregate Approximation and Association Rule Mining”, Expert Systems with Applications, Volume 141, 1 March 2020, 112950. (SCIE)
2. Aekyung Kim, Kyuhyup Oh, Hoonseok Park and Jae-Yoon Jung*, “Comparison of Quality Prediction Algorithms in Manufacturing Process”, ICIC Express Letters, Vol. 11, No. 6, June 2017. pp. 1127-1132. (SCOPUS)

Domestic Journals

1. Ye Won Song, Hong Seong Lee, Hoonseok Park, Young Jin Kim, Jae-Yoon Jung*, “A signal processing technique for predictive fault detection based on vibration data”, Journal of Society for e-Business Studies, Vol. 23, No. 2, May 2018, pp. 111-121. (KCI)

International Presentations

1. Hoonseok Park, Jumyung Um, Jae-Yoon Jung, Martin Ruskowski, “Developing a Production Scheduling System for Modular Factory Using Constraint Programming”, In Proc. of the 28th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD2019), June 19-21, 2019.
2. Josue Obregon, Aekyung Kim, Hoonseok Park, and Jae-Yoon Jung, “Identifying major defect causes from manufacturing data using decision rules: A case study”, Poster in INFORMS Business Analytics & Operations Research (Analytics 2018), Apr 15-17, 2018.
3. Hoonseok Park, Aekyung Kim, Kyuhyup Oh, Yong Nam Jo, and Jae-Yoon Jung, “Deviated Event Pattern Discovery from Multivariate Time-Series Using Symbolic Aggregate Approximation and Association Rule Mining”, In Proc. of the 5th International Conference on Big Data Applications and Services (BigDAS2017), Nov 23-25, 2017.
4. Kyuhyup Oh, Hoonseok Park, Yong Gu Ji and Jae-Yoon Jung, “Design of a user-centered product design support system based on cognitive and affective information”, In Proc. of the 5th International Conference on Big Data Applications and Services (BigDAS2017), Nov 23-25, 2017.

Domestic Presentations

1. 박훈석, 박동현, 백민우, 엄주명, 정재윤, 신천세, 정남용, “3D Scan 기반 차량 제조공정 디지털 검사 및 가상 조립 기술 개발”, 대한산업공학회 추계학술대회 논문집, pp. 1033-1051, 2019
2. 박훈석, 오규협, 김애경, Berny Alfonso, Josue Obregon, 정재윤, 전찬모, 이주현, 김보현, “스마트공장 고도화를 위한 제조 빅데이터 분석 라이브러리 개발”, 대한산업공학회/한국경영과학회 춘계공동학술대회 논문집, pp. 1527-1541, 2018
3. 정영윤, 박훈석, 김상철, 정재윤, “교통사고 데이터에 기반한 중증사고의 주요 요인 간 영향도 분석”, 2018 한국전자거래학회/한국스마트미디어학회 춘계공동학술대회, 2018
4. 박훈석, 오규협, 김영진, 정재윤, “실시간 시계열 데이터 기반 예지보전을 위한 제조 설비 진단 기법: RSA와 Parzen Windows의 적용”, 한국빅데이터학회 추계학술대회, 2016 pdf

Projects

• 도면/3D 스캔 활용 부품 리버스 엔지니어링 기술 개발, 현대엔지비(주), 2018.07-2019.04
• 스마트공장 운영설계 전문인력양성사업, 산업전문인력역량강화사업, 산업통상자원부(MOTIE), 2018.03-present
• 미래청정 SMART 에너지 플랫폼 차세대공학연구자 육성사업단, 차세대공학연구자육성사업, 한국연구재단(NRF), 2017.05-2019.02
• 대용량 제조데이터 연동 스마트공장 애플리케이션 통합운영 기술 개발, 스마트공장고도화기술개발사업, 산업통상자원부(MOTIE), 2016.03-2018.06
• 인지 및 감성 정보를 활용한 사용자 중심 제품설계 지원시스템 개발, 산업핵심기술개발사업, 산업통상자원부(MOTIE), 2016.02-2016.11

Honors and Awards

Awards

• 제1회 팩토리핵 코리아(Factory Hack Korea 2020) (장려상), 2020.01
• 제8회 산업융합 활성화 방안 및 사례연구 논문 공모전 (최우수상, 한국생산기술연구원장상), 2019.11
• 제2회 데모공장 프로젝트 경진대회 (산업통상자원부장관상), 2018.12
• 제1회 스마트공장 우수논문경진대회 (한국스마트제조산업협회장상), 2018.12
• 2018년 한국전자거래학회 춘계학술대회 (우수논문상), 2018.04
• 제5회 빅콘테스트 챌린지리그 (과학기술정보통신부장관상), 2017.12
• 2016년 개방형문제해결플랫폼 (동상, 한국빅데이터연합회장상), 2016.12
• 2016년 한국빅데이터학회/한국지능정보시스템학회 추계공동학술대회 (우수논문상), 2016.11 pdf
• 2016년 빅스타 선발대회 (우수상), 2016.10

Scholarships

• Research Assistant, Kyung Hee University, 2018.03-2019.02
• Science and Engineering Scholarship, Kyung Hee University, 2016.03 ~ 2018.02

Qualifications and Skills

• ADP: Advanced Data Analytics Professional, Korea Data Agency, 2017
• Engineer Information Processing, Human Resources Development Service of Korea, 2015
• Programming Language: Python, R and Java