RESEARCH FIELDS

Process Mining

In Process Mining, we apply special data mining algorithms to event log data in order to identify trends, patterns and details contained in event logs. Then, we aim to improve the process from obtained process efficiency and understanding of process. We are doing research in detecting anomaly in process, developing standard clinical pathway and optimizing ship constructing process.

Marketing Data Analysis

Take useful information from purchasing data collected in various circumstances.
Visualize and analyze it to identify purchasing pattern and process.
By discovering and using valuable information, it helps the company develop a better marketing strategy.

SmartGrid System Optimization

SmartGrid is an electrical grid which includes operational and energy measures including smart meters, smart appliances, renewable energy resources, and energy efficient resources.
We are doing research about operation optimizing technologies of smart grid systems using big data collected in Open Innovation Big data Center in POSTECH.

BlockChain

Block-Chain is a next generation technology that prevents from data forgery based on distributed ledger. We research the possibilities of the block chain in a variety of fields and build prototypes to explore the applicability of the block chain technologies. Currently, we are doing research in medical information system platform based on block chain.

ONGOING PROJECTS


“데이터 기반 GS 리테일 운영 관리 효율화”. 2018/01 ~ 2018/07, GS Retail (GS 리테일).


“조선 생산 공정 모델링 및 CPM분석을 통한 공기 최적화 기술 연구”. 2018 / 02 ~ 2019 / 05, Hyundai Heavy Industries (현대중공업)


“마케팅 데이터 분석 협력 방안 기획 연구”. 2018 / 01 ~ 2018 / 12, Concentrix (콘센트릭스)


“DATA 기반 INTELLIGENCE 서비스 경험 산학 연구”. 2017 / 12 ~ 2018 / 04, Samsung  Electronics (삼성전자)


“A methodology for clinical pathway development based on data mining / process mining and CP management system development (데이터 마이닝 / 프로세스 마이닝에 기반한 표준 진료 지침 (CP : Clinical Pathway) 개발방법 및 시스템 구현)”. 2016 / 06 ~ 2019 / 05, National Research Foundation of Korea (한국연구재단), Ministry of Science, ICT and Future Planning (미래창조과학부)


“빅데이터 기반 전력 에너지 수요 예측 및 최적화 로직 개발”. 2017 / 01 ~ 2019 / 12, POSCO (포스코)


“Propelling business process management by research and innovation staff exchange (연구 및 인력 교류를 통한 차세대 BPM 개발)”.  2014 / 12 – 2018 / 11, EU 공동연구지원사업, National Research Foundation of Korea (한국연구재단), Ministry of Science, ICT and Future Planning (미래창조과학부)


Teamwork makes a Champion

Researcher

Feel free to email us, if you have any questions! :)
Minsu Cho

Minsu Cho

Follow, Follow, Follow me #G-Dragon

· Researcher in Department of Industrial and Management Engineering at POSTECH, 2016 – Present
· M.S.- Ph.D. student in School of Management Engineering at UNIST, 2013 – Present
· B.S. in School of Technology Management at UNIST, 2013
Email: mcho@unist.ac.kr
Homepage: https://mscho90.wordpress.com/

Hojeong Yi

Hojeong Yi

Be happier, be healthier

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2016 – Present
· B.S. in School of Technology Management at UNIST, 2015
Email: hjeongyi@postech.ac.kr

Dohyeon Kim

Dohyeon Kim

"Just Do it"

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2016 – Present
· B.S. in School of Computer Science and Engineering at UNIST, 2016
Email: kdohyeon@postech.ac.kr
Homepage: https://kdohyeon.github.io/

Mingyu Choi

Mingyu Choi

修身齊家治國平天下

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2016 – Present
· B.S. in Department of Industrial and Management Engineering at POSTECH, 2016
Email: cmg306@postech.ac.kr

Jungeun Lim

Jungeun Lim

Nothing hates you #Patrick

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2017 – Present
· B.S. in Department of Industrial and Management Engineering at POSTECH, 2017
Email: je5719@postech.ac.kr

Gyunam Park

Gyunam Park

Gyunamister

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2017 – Present
· B.S. in School of Technology Management at UNIST, 2017
Email: gnpark@postech.ac.kr

Jongwon Kim

Jongwon Kim

"To succeed, we need to get out of comport zone."

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2018 – Present
· B.S. in Department of System Management Engineering at SungKyunKwan University, 2016
Email: kjw2196@postech.ac.kr

Jeongwoo Seo

Jeongwoo Seo

斷機之敎

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2018 – Present
· B.S. in Department of Statistics at Kyungpook National University, 2018
Email: jwseo93@postech.ac.kr

Deoksang Lee

Deoksang Lee

block chainism

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2018 – Present
· B.S. in Department of Industrial and Management Engineering at POSTECH, 2018
Email: duksang4834@postech.ac.kr

Hyeonah Cho

Hyeonah Cho

"LOVE MAKES MORE LOVE"

· M.S. student in Department of Industrial and Management Engineering at POSTECH, 2018 – Present
· B.S. in Department of Industrial Engineering at Hongik University, 2018
Email: hacho@postech.ac.kr

CONTACT

Find us at the office

Analytics & Information Management (AIM) Lab.
POSTECH (Pohang University of Science and Technology)
Engineering Building #4 – 408 77 Cheongam-Ro. Nam-Gu. Pohang. Gyeongbuk. Korea 37673
대한민국 경상북도 포항시 남구 청암로 77, 제4공학관 408호, 우편번호 37673

Give us a ring

AIM Lab: +82-54-279-8260