Human-Computer Interaction
Human-Robot Interaction
Creativity Science
Health Informatics
Big Data Analytics
Sentiment Analysis
Word-of-Mouth with Big Data Analysis
Emotion Computing
Education
Ph.D. in Decision Support/Aritificial Intelligence, KAIST (1988)
Experience
Visiting Professor at HKUST (Hong Kong University of Science & Technology)
Visiting Scholar at Kennedy School of Government, Harvard University
Director, HMRC (Health Mining Research Center)
Listed since 1998 in "Who's Who in the World" (Marquis Publisher)
Listed in "Who's Who in the World", "Who's Who in America: Finance and Industry" (Marquis Publisher)
SKKU Fellow, Sungkyunkwan University
Journal Articles
(2023)
Does explanatory language convey the auditor's perceived audit risk? A study using a novel big data analysis metric.
MANAGERIAL AUDITING JOURNAL.
38,
6
(2022)
An eye-tracking paradigm to explore the effect of online consumers' emotion on their visual behaviour between desktop screen and mobile screen.
BEHAVIOUR & INFORMATION TECHNOLOGY.
41,
3
(2022)
Exploring the personalization-intrusiveness-intention framework to evaluate the effects of personalization in social media.
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT.
66,
1
(2022)
Exploring the deep neural network model's potential to estimate abnormal audit fees.
MANAGEMENT DECISION.
60,
12
(2022)
An Empirical Approach to Analyzing the Effects of Stress on Individual Creativity in Business Problem-Solving: Emphasis on the Electrocardiogram, Electroencephalogram Methodology.
FRONTIERS IN PSYCHOLOGY.
13,
1
(2022)
Exploring investors' expectancies and its impact on project funding success likelihood in crowdfunding by using text analytics and Bayesian networks.
DECISION SUPPORT SYSTEMS.
154,
113695
(2021)
Forecasting stock price by hybrid model of cascading Multivariate Adaptive Regression Splines and Deep Neural Network.
COMPUTERS & ELECTRICAL ENGINEERING.
95,
1
(2021)
Exploring a Fuzzy Rule Inferred ConvLSTM for Discovering and Adjusting the Optimal Posture of Patients with a Smart Medical Bed.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH.
18,
12
(2021)
Understanding E-Commerce Consumers' Repeat Purchase Intention: The Role of Trust Transfer and the Moderating Effect of Neuroticism.
FRONTIERS IN PSYCHOLOGY.
12,
690039
(2021)
금융상품의 재무정보 형식에 따른 사용자의 주의할당과 선호도에 관한 실증연구: 아이트래킹 실험을 중심으로.
Information Systems Review.
23,
2
(2021)
비지도 기계학습 기법과 베이지안 네트워크를 결합한 확률구조방정식 모형(PSEM)을 이용한 국내 1인 창조기업 당기순이익 영향요인 분석에 관한 실증연구.
Information Systems Review.
23,
2
(2021)
Investigating the Negative Effects of Emojis in Facebook Sponsored Ads for Establishing Sustainable Marketing in Social Media.
SUSTAINABILITY.
13,
9
(2021)
Hierarchical balanced scorecard-based organizational goals and the efficiency of controls processes.
JOURNAL OF BUSINESS RESEARCH.
132,
-
(2021)
Integrating Text-Mining and Balanced Scorecard Techniques to Investigate the Association between CEO Message of Homepage Words and Financial Status: Emphasis on Hospitals.
HEALTHCARE.
9,
4
(2021)
IT 비즈니스 가치모형을 이용한 중소기업의 정보화 요인 분석.
Information Systems Review.
23,
1
(2021)
온라인 게임 사용자의 게임 아이템 거래 행동 특성 분석을 위한 퍼지논리 에이전트 기반 모델링 시뮬레이션.
Information Systems Review.
23,
1
(2021)
Consumer Decision-Making Creativity and Its Relation to Exploitation-Exploration Activities: Eye-Tracking Approach.
FRONTIERS IN PSYCHOLOGY.
11,
-
(2020)
Identifying High-Risk Factors of Depression in Middle-Aged Persons with a Novel Sons and Spouses Bayesian Network Model.
HEALTHCARE.
8,
4
(2020)
근로자들의 이직 의도에 영향을 주는 요인에 관한 실증연구 : 공공 데이터베이스와 의사결정나무 기법을 중심으로.
Information Systems Review.
22,
4
(2020)
합성곱 신경망을 이용한 주가방향 예측 : 상관관계 속성선택 방법을 중심으로.
Information Systems Review.
22,
4
Publications
(2020)
DATA ANALYTICS IN BIOMEDICAL ENGINEERING AND HEALTHCARE.
Elsevier (Academic Press).
Lead author
(2020)
뉴 머신시대의 기업가정신을 찾아서: 인공지능,플랫폼 비즈니스,사물인터넷, 증강현실, 디지털 트윈을 중심으로.
무역경영사.
Solo
(2019)
경영이란 무엇인가 ? : 인공지능시대에서 요구되는 현대경영의 이해를 중심으로.
무역경영사.
Solo
(2017)
위기경영 이야기.
사람의 무늬.
Solo
(2016)
Digital Creativity Model and Its Relationship with Corporate Performance: Emphasis on Agent-Based Modeling Approach.
Springer.
Solo
(2015)
기업가정신.
무역경영사.
Solo
(2013)
Recent Advances in Urban Planning and Construction.
WSEAS Press.
Solo
(2013)
현대경영의 이해.
무역경영사.
Solo
(2013)
Digital Creativity: Individuals, Groups, and Organizations.
Springer.
Solo
(2012)
Digital Creativity: Individuals, Teams, and Orgnanizations.
Springer, US.
Solo
(2011)
U- and E-Service, Science and Technology.
Springer.
Co-author
(2009)
기업가정신.
무역경영사.
Solo
(2006)
현대경영의 이해.
무역경영사.
Solo
(2006)
기업가정신.
무역경영사.
Solo
(2005)
최신 디지털 정보기술과 응용.
무역경영사.
Solo
(2005)
최신 전자상거래의 이해와 적용.
무역경영사.
Solo
(2004)
경영정보시스템.
성균관대학교 경영대학원 iMBA.
Solo
(2004)
미래사회와 표준.
KSA한국표준협회.
Co-author
(2003)
최신 경영정보시스템.
무역경영사.
Solo
(2002)
PC를 활용한 회계정보시스템.
무역경영사.
Solo
Patent/Intellectual Property
팀 창의성 관리를 위한 동적자원배분 메커니즘 기반의 팀 창의성 수준을 측정하는 시뮬레이션 장치.
10-2012-0133708.
20140724.
KOREA, REPUBLIC OF
네트워크 구조와 과업복잡성을 이용한 조직창의성 시뮬레이션 시스템.
10-2010-0089146.
20130729.
KOREA, REPUBLIC OF
스마트폰 고객 만족도 분석 시스템 및 분석 방법.
10-2011-0016346.
20130704.
KOREA, REPUBLIC OF
온라인 게임 고객 충성도 분석 시스템 및 분석 방법.
10-2011-0016345.
20130704.
KOREA, REPUBLIC OF
온라인 게임 아이템 구매지수 분석시스템 및 그 방법.
2010-0088823.
20120927.
KOREA, REPUBLIC OF
온라인 게임 아이템 구매지수의 분석 시스템 및 그 방법 {ONLINE GAME ITEM PURCHASE INDEX ANALYZING SYSTEM AND METHOD THEREOF}.
10-2010-0088823.
20120917.
KOREA, REPUBLIC OF
상황 예측 장치 및 방법.
10-2009-0092780.
20111125.
KOREA, REPUBLIC OF
사용자 목표 예측 장치 및 방법.
10-2009-0085713 .
20111020.
KOREA, REPUBLIC OF
Conference Paper
(2024)
The Philosophy of Intelligenticism and Its Implications on Potential Future Directions for IS Research and Practice.
N.
UNITED STATES
(2023)
Appreciating the Performance of Neuroscience Mining in NeuroIS Research: A Case Study on Consumer's Product Perceptions in the Two UI Modes—Dark UI vs. Light UI.
Hawaii International Conference on System Sciences.
UNITED STATES
(2022)
Analyzing the Effects of Topics Underlying Companies' Financial Disclosures about Risk Factors on Prediction of ESG Risk Ratings: Emphasis on BERTopic.
IEEE BigData 2022.
JAPAN
(2022)
Digital Dark Nudge: An Exploration of When Digital Nudges Unethically Depart.
Hawaii International Conferences on System Sciences (HICSS).
UNITED STATES
(2020)
A Novel Approach for Airport Recommendation Using the Comparison of Hierarchical Regression, PLS-SEM, and Bayesian Network-Based PSEM.
ICONI 2020.
KOREA, REPUBLIC OF
(2020)
C3BR: A Novel Multi-Label Classification Ensemble Mechanism.
ICONI 2020.
KOREA, REPUBLIC OF
(2020)
Exploring Levels of Credit Risk in P2P Lending: A Quantitative and Qualitative Emotion Mining Method.
ICONI 2020.
KOREA, REPUBLIC OF
(2020)
욕창 예방을 위한 퍼지 딥러닝 기반 인공지능 메커니즘 설계에 관한 연구.
한국지능시스템 추계학술대회.
KOREA, REPUBLIC OF
(2020)
A NeuroIS Investigation of the Effects of a Digital Dark Nudge.
Information Systems and Neuroscience: NeuroIS Retreat 2020.
AUSTRIA
(2020)
Fuzzy Logic-Based Multi-Agent Simulation Approach to Analyzing the Effects of Team Diversity and Task Difficulty on Team Creativity.
3rd International Conference on Intelligent Human Systems Integration (IHSI 2020).
ITALY
(2019)
Assessing P2P Lending Risk with a Synthetic Over-Sampled Technique Rotation Forest Model.
14th International Conference on Innovative Computing, Information and Control.
KOREA, REPUBLIC OF
(2018)
Word2vec을 이용한 오피니언 마이닝 성과분석 연구.
한국콘텐츠학회 춘계종합학술대회 논문집.
KOREA, REPUBLIC OF
(2018)
기능적 근적외 분광법(fNIRS) 기반의 비즈니스 문제해결 창의성에 관한 탐색연구.
한국콘텐츠학회 춘계종합학술대회 논문집.
KOREA, REPUBLIC OF
(2018)
본질적 속성값을 이용한 한국어 감성사전 구축에 관한 실증연구.
인터넷정보학회 춘계학술대회발표 논문집.
KOREA, REPUBLIC OF
(2018)
효과적인 이모션 마이닝을 위한 최적 속성선택 및 분류기에 관한 연구.
인터넷정보학회 춘계학술대회.
KOREA, REPUBLIC OF
(2017)
Word2vec을 사용한 한글 교차 도메인 감성분류 자질 생성.
한국IT서비스학회 추계학술대회.
KOREA, REPUBLIC OF
(2017)
Best Combination Of Base-Meta Learner In The Stacking Classifier To Optimize Its Performance in Predicting Depression In The Elderly.
INFORMS Healthcare 2017.
NETHERLANDS
(2016)
Exploring Patient-Oriented Healthcare Support System by Using General Bayesian Network.
SAI Intelligent Systems Conference 2016.
UNITED KINGDOM
(2016)
아이트래킹 기법을 이용한 온라인 쇼핑정보의 소비자 시각 행동에 관한 연구 - 휴먼 브랜드를 중심으로.
한국경영학회 2016년 제18회 경영관련학회 통합학술대회.
KOREA, REPUBLIC OF
(2016)
An Eye-Tracking Approach to Evaluating Decision-Makers’ Cognitive Load and Need-for-Cognition in Response with Rational and Emotional Advertising Stimuli.
HCI International 2016.
CANADA