WELCOME TO THE HOMEPAGE OF BIG DATA LAB.
From Chang-Ho Chin (Also known as Chang-Ho Jihn), Director of BIG Data Laboratory:
I currently serve as Director of Healthcare Big Data Center at Kyung Hee University. I am a professor of the Department of Industrial
Engineering and the Department of Software Convergence (by courtesy) at Kyung Hee University. I served as the department chair from 2008 to 2010 and from 2014 to 2015.
I received my Ph.D. degree in Industrial Engineering from Texas A&M University, USA.
Since 2016, I have been engaged in research as a Visiting Scholar in the Department of Preventive Medicine at Northwestern University’s Feinberg School of Medicine in Chicago, USA.
The research interest of BIG (Behavior/Intervention/Green) Data Laboratory is in discovering new insights by extracting and fitting together implicit, previously unknown and potentially useful pieces of information from big data. It especially focuses on issues at the convergence of engineering and humanities by mining and modeling ‘mobile device sensed data’ pertaining to human behavior and context, with the goal of identifying and predicting behavior pattern and personal relationship for providing practical insight in business and healthcare. Another research interest is in developing a general statistical framework for effectively and efficiently monitoring, diagnosing, and controlling variation in data-rich environments such as manufacturing and the healthcare and service industries, with the goal of improving process stability and capability for competitiveness for enterprises. The aforementioned research is accomplished with multidisciplinary engineering techno logies integrated with data mining, reality mining, statistics, social network analysis, cognitive science, and psychology.
My research has been supported by numerous industries and government agencies. I received the KIIE Academic-Industrial Cooperation Project Contest award in 2009, the KISE Best Research Award in 2005, the INFORMS Annual Conference Best Student Paper Competition finalist recognition in 2004, and the Korean Honor Scholarship in 1999.
The research interests are in:
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Big Data Analysis and Business Analytics/Intelligence based on Data Mining and Statistics
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1. Health/Business Big Data Analysis
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2. Health/Business Diagnosis
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3. Health/Business Intervention |
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4. Health/Business Monitoring
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5. Health/Business Screening
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6. Patient/Customer Behavior Analysis
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세부 연구주제 (Research Details)
1. 스마트 헬스케어 (Smart Healthcare)
- 보건의료 빅데이터 분석에 의한 질병/증상 예측과 환자 행태 분석 연구
- 모바일 디바이스를 활용한 헬스케어 서비스 모델 연구
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2. Reality Mining
- 모바일 센서 데이터를 이용한 사용자 행동 및 사회적 관계 분석 연구
- 사용자 행태 및 관계를 고려한 초개인화된 마케팅/코칭/중재 연구
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3. 개인 정보 보호 (Privacy Preserving Techniques and Service)
- 개인 정보의 비식별화된 수집/전송/공유 연구
- 프라이버시 및 초개인화 동시 충족 서비스 모델 연구
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I am currently looking for researchers for collaborations and students pursuing a Master, a Ph.D., or a combined Master and Ph.D. degree under my supervision. Tuition exemption and other financial supports to TA, RA, or instructor are offered to all. Please, feel free to ask for the recruitment brochure.
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Chang-Ho Chin
(Also known as Chang-Ho Jihn)
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Director, BIG Data Lab.
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[2020.10.08] KMI 한국의학연구소, 연구지원사업 과제 선정 |
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[2020.04.13] Research paper published: Akhtar, Sant’Anna, Jihn, Razzaq, Bang and Sungyoung Lee (2020), "A cache-based method to improve query performance of linked Open Data cloud", Computing |
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[2020.03.20] BIG Data Lab starts one interdisciplinarity research groups for metabolic syndrome. |
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[2020.02.01] BIG Data Lab starts six research groups for business, medicine, healthcare, or social psychology related topics . |
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[2019.12.01] BIG Data Lab starts one interdisciplinarity research groups for osteoporosis. |
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[2019.05.23] Research paper published: Jihn and Ulkhaq (2019), “Parallel discretization of the Markov chain approximation for the autoregressive moving average chart”, Communications in Statistics - Simulation and Computation |
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[2019.05.03] Dr. Jihn has won an Outstanding Research Award from the Society of Korean Industrial and Systems Engineering. |
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[2019.04.01] BIG Data Lab has decided to apply for a goverment project from the Ministry of Trade, Industry and Energy, in collaboration with service design company. |
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[2019.03.02] BIG Data Lab starts one research group for exploratory medical data analysis. |
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[2019.02.08] Under supervision of Dr. Jihn, a term-project team won the grand prize in the KHU capstone design competition. They have developed a recommender system for choosing a graduate supervisor with using the topic modeling. |
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[2019.01.07] BIG Data Lab started up two research groups for personal health record (PHR) analysis in collaboration with Dr. Shin working for college of medicine - Chungbuk National University and Seoul Asan Medical Center. |
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[2019.01.01] Dr. Jihn's domestic patent has been succcessfully registered. It is about healthcare coaching based on mobile devices such as smartphone. |
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[2019.01.01] Dr. Jihn has been appointed as a Big Data Division editor for Journal of Society of Korea Industrial and Systems Engineering. |
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[2018.12.20] Dr. Jihn served as a Big Data Division chairman of the proposal review committee for Institute for Information & communications Technology Promotion (IITP). |
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[2018.12.19] In Fall semester, 2018, Dr. Jihn have taught four courses such as Data Science, Quality Engineeirng, Industrial Data Analytics, and Capstone Design. He has earned an average course evaluation score of 95.5%. |
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[2018.12.13] Under supervision of Dr. Jihn, two term-project teams won the grand prize and the second prize at the IE department academic festival. |
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[2018.11.26] Dr. Jihn started up a working group of 40 students for L.Point Big Data competition. |
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[2020.03 - present] Project Title: metabolic syndrome-related research |
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[2020.03 - present] Project Title: Suicide-related research |
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[2020.03 - present] Project Title: Mobile App-related research |
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[2020.02 - present] Project Title: Psychology-related research |
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[2020.02 - present] Project Title: COVID19-related research |
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[2019.12 - present] Project Title: osteoporosis-related research |
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[2019.01 - present] Project Title: Developing the Individualized Health Risk Appraisal Model of Ischemic Heart Disease Risk in Korea. |
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[2019.01 - present] Project Title: Analyzing Health Care Consumer behaviors by Sociodemographic Characteristics. |
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[2019.01 - present] Project Title: Establishing health policies based the health and medical big data analysis. |
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[2017.09 - present] Project Title: Developing health and medical service models and applications based on life-logging big data. |
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진창호 박사는 경희대학교 산업경영공학과 교수로
헬스케어 빅데이터 센터(www.BigHealth.kr) 센터장
문화관광 빅데이터 연구소(www.CTmining.org) 소장
BIG Data Lab (www.AllBigData.org) 지도교수이며,
미래성장동력추진단 빅데이터 분과 위원
한국정보화진흥원 개인정보보호 연구위원
미래창조과학부 ICT 웰니스케어사업 기획위원
창조경제추진단 빅데이터 전문가회의 위원을 역임했다.
국회, 보건복지부, 미래창조과학부, 문화체육관광부, 행정자치부, 행정안전부, 감사원, 미래성장동력추진단, 창조경제추진단, 정보통신기술진흥센터(IITP), 한국보건산업진흥원(KHIDI), 한국정보화진흥원(NIA), LX대한지적공사, 코레일, 한국문화관광연구원, 국가연구시설장비진흥센터, 경기중소기업청, 중소기업기술정보진흥원 등에서 자문과 평가를 맡는 등 산학협력 및 정부 과제와 빅데이터 분석, 비즈니스 애널리틱스, 데이터 마이닝, 품질공학, 통계학, 리스크 분석, 최적화, 시뮬레이션 관련 학술연구를 15여 년간 수행했다. 세계적 수준의 연구 성과를 창출하기 위해 미국 대학 및 덴마크 대학과 MOU를 체결하여 공동 연구를 진행하고 있다.
수상 경력으로 산학협력프로젝트경진대회 은상, 춘계학술발표대회 우수연구상, INFORMS QSR Section Best Student Paper Competition Finalist, 스포츠조선 2014 대한민국 고객감동 일류브랜드 대상(정보산업-빅데이터 부문 예비 선정) 등이 있으며, Marquis Who's Who 세계인명사전에 등재되어 있다. 저서로 ‘빅데이터 속 숨은 사람 찾기’가 있다.
관광 빅데이터 분석대회 조직위원장, 대한산업공학회 춘계학술대회 운영위원장, 대한산업공학회 및 한국산업경영시스템학회 이사를 역임했다.
현재 한국빅데이터학회 학술회원, 대한산업공학회 정회원, 한국품질경영학회 정회원, 한국산업경영시스템학회 정회원이다.
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인터뷰 기사: 소비자도 모르는 욕망, 빅데이터는 안다
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