본문 바로가기 사이트 메뉴 바로가기 주메뉴 바로가기

Han,  Ingoo Emeritus Professor 사진
Han, Ingoo Emeritus Professor
Contact Information
  • E-mail.ighan@kaist.ac.kr
Research Areas AI Application in Accounting and Finance, Valuation, Financial Statement Analysis
Biography

Education

    ▶ Ph.D. in Accounting Information System, Univ. of Illinois at Urbana-Champaign, 1990
    ▶ MS in Industrial Engineering, KAIST, 1981
    ▶ BS in International Economics, Seoul national university, 1979
    ▶ Kyunggi High School, 1975

Career

    Member, National Academy of Science Republic of Korea, 2023-present
    Professor Emeritus, KAIST College of Business, 2022-present
    Assistant, Associate & Full Professor, KAIST College of Business, 1993-2022
    Vice President, KICPA, 2019-2021
    President, KASBA(Korean Academic Society of Business Administration), 2017-2018
    President, KMIS(Korea Society of MIS), 2012
    Dean, KAIST Graduate School of Finance, 2009-2011
    Dean, KAIST Graduate School of Management, 2007-2008
    Editor-in-Chief, Journal of MIS Research, 2007-2008
    President, Korea knowledge Management Society, 2006-2007
    Editor-in-Chief, Korea Management Review, 2005-2006
    President, Korea Intelligent Information Systems Society, 2003-2004

    <Professional Certificates>
    CMA(USA), 1988
    CPA(Korea), 1982

Industry Advisory Activities

    Outside Director, Maeil Dairies, 2011-2018
    Outside Director, SK Innovation, 2007-2013
    Outside Director, LG Display, 2004-2010
    Outside Director, LG Investment Securities, 2003-2005
    Advisor, SK Telecom, 1998-2005
    Advisor, Samsung Life Insurance, 1995-1999
Publications & Research

Publications (patents, etc.)

    1. Dongwon Lee, Kihwan Nam, Ingoo Han, Kanghyun Cho, “From Free to Fee: Monetizing Digital Content Through Expected Utility-based Recommender Systems,” Information & Management, Vo., 59, No. 6, 2022,
    2. Jungmin Park, Hyoung-Yong Lee, Sang-Hyun Park, Ingoo Han, “Value Relevance of Accounts Receivable Factoring and Its Impact on Financing Strategy under the K-IFRS after COVID-19 from the Perspective of Accounting Big Data”, Sustainability, Vol. 47, No. 24, 2020
    3. Hyunwoo Choi, Ingoo Han, Jaywon Lee, “Value Relevance of Corporate Environmental Performance: A Comprehensive Analysis of Performance Indicators Using Korean Data”, Sustainability, Vol. 12, No. 17, 2020
    4. Soyoung Yoo, Jiyong Eom, Ingoo Han, “Too Costly to Disregard: The Cost Competitiveness of Environmental Operating Practices”, Sustainability, Vol. 12, No. 15, 2020
    5. Soyoung Yoo, Jiyong Eom, Ingoo Han, “Factors Driving Consumer Involvement in Energy Consumption and Energy-Efficient Purchasing Behavior: Evidence from Korean Residential Buildings”, Sustainability, Vol. 12, No. 14, 2020
    6. Sang-Hyun Park, Ingoo Han, Jaywon Lee, Boyong Kim, "Information Asymmetry and the Accrual Anomaly", Asia-Pacific Journal of Financial Studies, Vol. 47, No.4, pp. 571-597, 2018
    7. Taeyoung Kang, Do-Hyung Park, Ingoo Han, “Beyond the Numbers: The Effect of 10-K Tone on Firms' Performance Predictions Using Text Analytics", Telematics and Informatics, Vol. 35, No. 2, pp. 370-381, 2018
    8. Joseph Kwon, Ingoo Han, Byoungsoo Kim, "Effects of Source Influence and Peer Referrals on Information Diffusion in Twitter", Industrial Management Data Systems, Vol. 117, No. 5, pp. 896-909, 2017
    9. Sungwook Lee, Do-Hyung Park, Ingoo Han, “New Members’ Online Socialization in Online Communities: The Effects of Content Quality and Feedback on New Members’ Content-Sharing intentions,” Computers in Human Behavior, Vol. 30, pp. 344-354, 2014
    10. Sunghun Chung, Ingoo Han, “Factors Influencing Information Distortion in Online Deliberations: The Effects of Information Characteristics and Regulatory Focus,” Computers in Human Behavior, Vol. 29, pp. 2188-2196, 2013
    11. Jumin Lee, Do-Hyung Park, Ingoo Han, “The Different Effects of Online Consumer Reviews on Consumers’ Purchase Intentions Depending on Trust in Online Shopping Malls: An Advertising Perspective”, Internet Research, Vol. 21, No. 2, pp. 187?206, 2011
    12. Byoungsoo Kim, Ingoo Han, "The Role of Utilitarian and Hedonic Values and their Antecedents in a Mobile Data Service Environment", Expert Systems with Applications: An International Journal, Vol. 38, No. 3, pp. 2311-2318, 2011
    13. Jinho Choi, Yong-Sik Chang, Ingoo Han, "The Empirical Analysis of the N-bilateral Optimized Combinatorial Auction Model", Omega-International Journal of Management Science, Vol. 37, No. 2, pp. 482-493, 2009
    14. Byoungsoo Kim, Ingoo Han, "What Drives the Adoption of Mobile Data Services? An Approach from a Value Perspective", Journal of Information Technology, Vol. 24, pp. 35-45, 2009
    15. Byoungsoo Kim, Minnseok Choi, Ingoo Han, "User Behaviors Toward Mobile Data Services: The Role of Perceived Fee and Prior Experience", Expert Systems with Applications: An International Journal, Vol. 36, No. 4, pp. 8528-8536, 2009
    16. Byoungsoo Kim, Ingoo Han, "The Role of Trust Belief and its Antecedents in a Community-Driven Knowledge Environment", Journal of the American Society for Information Science and Technology, Vol. 60, No. 5, pp. 1012-1026, 2009
    17. Jumin Lee, Do-Hyung Park, Ingoo Han, "The Effect of Negative Online Consumer Reviews: A Information Processing View", Electronic Commerce Research and Applications, Vol. 7, No. 3, pp. 341 - 352, 2008
    18. Jinho Choi, Hyunchul Ahn, Ingoo Han, "Utility-based Double Auction Mechanism using Genetic Algorithms", Expert Systems with Applications: An International Journal, Vol. 34, No. 1, pp. 150-158, 2008
    19. Hyoung-Yong Lee, Hyunchul Ahn, Ingoo Han, "VCR: Virtual Community Recommender Using the Technology Acceptance Model and the User's Needs Type", Expert Systems with Applications: An International Journal, Vol. 33, pp. 984-995, 2007
    20. Tony Ahn, Seewon Ryu, Ingoo Han, "The impact of Web Quality and Playfulness on User Acceptance of Online Retailing", Information and Management, Vol. 44, pp. 263-275, 2007
    21. Hyunchul Ahn, Kyoung-jae Kim, Ingoo Han, "A Case-based Reasoning System with the Two-Dimensional Reduction Technique for Customer Classification", Expert Systems with Applications: An International Journal, Vol. 32, No. 4, pp. 1011-1019, 2007
    22. Hyunchul Ahn, Eunsup Choi, Ingoo Han, "Extracting Underlying Meaningful Features and Canceling Noise using Independent Component Analysis for Direct Marketing", Expert Systems with Applications: An International Journal, Vol. 33, No. 1, pp. 181-191, 2007
    23. Jin Ho Choi, Ingoo Han, "Combinatorial Auction Based Collaborative Procurement", Journal of Computer Information Systems, Vol. 47, No. 3, pp. 118-127, 2007
    24. Do-Hyung Park, Jumin Lee, Ingoo Han, "The Effect of On-Line Consumer Reviews on Consumer Purchasing Intention: The Moderating Role of Involvement", International Journal of Electronic Commerce, Vol. 11, No. 4, pp. 125-148, 2007
    25. Myoung-Jong Kim, Sung-Hwan Min, Ingoo Han, "An Evolutionary Approach to the Combination of Multiple Classifiers to Predict a Stock Price Index", Expert Systems with Applications: An International Journal, Vol. 31, No. 2, pp. 241-247, 2006
    26. Sung-Hwan Min, Jumin Lee, Ingoo Han, "Hybrid Genetic Algorithms and Support Vector Machines for Bankruptcy Prediction", Expert Systems with Applications: An International Journal, Vol. 31, No. 3, pp. 652-660, 2006
    27. Hyunchul Ahn, Kyoung-jae Kim, Ingoo Han, "Global Optimization of Feature Weights and the Number of Neighbors that Combine in a CBR system", Expert Systems-International Journal of Knowledge Engineering, Vol. 23, No. 5, pp. 290-301, 2006
    28. Hyunchul Ahn, Kyoung-jae Kim, Ingoo Han, "Hybrid Genetic Algorithms and Case-Based Reasoning Systems for Customer Classification”, Expert Systems-International Journal of Knowledge Engineering, Vol. 23, No. 3, pp. 127-144, 2006
    29. Sung-Hwan Min, Ingoo Han, "Detection of the Customer Time-variant Pattern for Improving Recommender Systems", Expert Systems with Applications: An International Journal, Vol. 28, pp. 189-199, 2005
    30. Hyun Ju Noh, Tae Hyup Roh, Ingoo Han, "Prognostic Personal Credit Risk Model considering Censored Information", Expert Systems with Applications: An International Journal, Vol. 28, No. 4, pp. 753-762, 2005
    31. Tae Hyup Roh, Cheol Kyung Ahn, Ingoo Han, "The Priority Factor Model for Customer Relationship Management System Success", Expert Systems with Applications: An International Journal, Vol. 28, No. 4, pp. 641-654, 2005
    32. Myoung-Jong Kim, Ingoo Han, Kun-Chang Lee, "Hybrid Knowledge Integration Using the Fuzzy Genetic Algorithm: Prediction of the Korea Stock Price Index", International Journal of Intelligent Systems in Accounting, Finance and Management, Vol. 12, pp. 43-60, 2004
    33. Hyunju Noh, Minjung Kwak, Ingoo Han, "Improving the Prediction Performance of Customer Behavior through Multiple Imputation", Intelligent Data Analysis, Vol. 8, No. 6, pp. 563-577, 2004
    34. Sung-Sik Hwang, Taeksoo Shin, Ingoo Han, "CRAS-CBR: Internal Control Risk Assessment System Using Case-Based Reasoning", Expert Systems-International Journal of Knowledge Engineering, Vol. 21, No. 1, pp. 22-33, 2004
    35. Dongwook Han, Ingoo Han, "Prioritization and Selection of Intellectual Capital Measurement Indicators Using Analytic Hierachy Process for the Mobile Telecommunications Industry", Expert Systems with Applications: An International Journal, Vol. 26, No. 4, pp. 519-527, 2004
    36. Taeho Hong, Ingoo Han, "Integrated Approach of Cognitive Maps and Neural Networks using Qualitative Information on the World Wide Web: the KBNMiner", Expert Systems-International Journal of Knowledge Engineering, Vol. 21, No. 5, pp. 243-252, 2004
    37. Tony Ahn, Seewon Ryu, Ingoo Han, "The Impact of the Online and Offline Features on the User Acceptance of Internet Shopping Malls", Electronic Commerce Research and Applications, Vol. 3, No. 4, pp. 405-420, 2004
    38. Bomil Suh, Ingoo Han, "The Impact of Customer Trust and Perception of Security Control on the Acceptance of Electronic Commerce", International Journal of Electronic Commerce, Vol. 7, No. 3, pp. 135-161, 2003
    39. Jaeho Heo, Ingoo Han, "Performance Measure of Information Systems in Evolving Computing Environments: an Empirical Investigation", Information and Management, Vol. 40, pp. 243-256, 2003
    40. Bomil Suh, Ingoo Han, "The IS Risk Analysis based on a Business Model", Information and Management, Vol. 41, No. 2, pp. 149-158, 2003
    41. Myoung-Jong Kim, Ingoo Han, "The Discovery of Experts' Decision Rules from Qualitative Bankruptcy Data Using Genetic Algorithms", Expert Systems with Applications: An International Journal, Vol. 25, No. 4, pp. 637-646, 2003
    42. Seewon Ryu, Seung Hee Ho, Ingoo Han, "Knowledge Sharing Behavior of Physicians in Hospitals", Expert Systems with Applications: An International Journal, Vol. 25, pp. 113-122, 2003
    43. Daejoon Joo, Taeho Hong, Ingoo Han, "The Neural Network Models for IDS based on the Asymmetric Costs of False Negative Errors and False Positive Errors", Expert Systems with Applications: An International Journal, Vol. 25, pp. 69-75, 2003
    44. Kyoung-jae Kim, Ingoo Han, "Application of a Hybrid Genetic Algorithm and Neural Network Approach in Activity-based Costing", Expert Systems with Applications: An International Journal, Vol. 24, pp. 73-77, 2003
    45. Tae-Hyup Roh, Kyong Joo Oh, Ingoo Han, “The Collaborative Filtering Recommendation based on SOM Cluster-Indexing CBR,” Expert Systems with Applications, An International Journal, Vol 25, No. 3, pp. 413-423, 2003
    46. Bomil Suh, Ingoo Han, "Effect of Trust on Customer Acceptance of Internet Banking", Electronic Commerce Research and Applications, Vol. 1, No. 3, pp. 247-263, 2002
    47. Cheol-Soo Park, Ingoo Han, "A Case-based Reasoning with the Feature Weights Derived by Analytic Hierarchy Process for Bankruptcy Prediction", Expert Systems with Applications: An International Journal, Vol. 23, pp. 255-264, 2002
    48. Taeho Hong, Ingoo Han, "Knowledge-based Data Mining of News Information on the Internet using Cognitive Maps and Neural Networks", Expert Systems with Applications: An International Journal, Vol. 23, pp. 1-8, 2002
    49. "Kyoung-jae Kim, Ingoo Han, "The Extraction of Trading Rules from Market Data using Rough Sets"", Expert Systems-International Journal of Knowledge Engineering, Vol. 18, No. 4, pp. 194-202, 2001
    50. Bumsuk Jung, Ingoo Han, Sangjae Lee, "Security Threats to Internet: a Korean Multi-Industry Investigation", Information and Management, Vol. 38, pp. 487-498, 2001
    51. Kyung-Sup Kim, Ingoo Han, "The Cluster Indexing Method for Case-Based Reasoning Using Self-Organizing Maps and Learning Vector Quantization for Bond Rating Cased", Expert Systems with Applications: An International Journal, Vol. 21, No. 3, pp. 147-156, 2001
    52. Kyoung-jae Kim, Ingoo Han, "Maintaining Case-Based Reasoning Systems using a Genetic Algorithms Approach", Expert Systems with Application: An International Journal, Vol. 21, No. 3, pp. 139-145, 2001
    53. Kyung-shik Shin, Ingoo Han, "A Case-based Approach Using Inductive Learning for Corporate Bond Rating", Decision Support Systems, Vol. 32, No. 1, pp. 41-52, 2001
    54. Insoo Khill, Jiseon Kim, Ingoo Han, Jaecheol Ryou, "Multi-party Fair Exchange Protocol Using Ring Architecture Model", Computers and Security, Vol. 20, No. 5, pp. 422-439, 2001
    55. Sangjae Lee, Ingoo Han, “The Impact of EDI Controls on the Relationship Between EDI Implementation and Performance,” Information Resources Management Journal, Vol. 13, No. 4, pp. 25-33, 2000
    56. Sangjae Lee, Ingoo Han, “EDI Controls Design Support System Using Relational Database System,” Decision Support Systems, Vol. 29, pp. 169-193, 2000
    57. Taeksoo Shin, Ingoo Han, “Optimal Signal Multi-Resolution by Genetic Algorithms Support Artificial Neural Networks for Exchange-Rate Forecasting,” Expert Systems with Applications: An International Journal, Vol. 18, No. 4, pp. 257-269, 2000
    58. Kyoung-jae Kim, Ingoo Han, “Genetic Algorithms Approach to Feature Discretization in Artificial Neural Networks for the Prediction of Stock Price Index,” Expert Systems with Applications: An International Journal, Vol. 19, No. 2, pp. 125-132, 2000
    59. Kyong Joo Oh, Ingoo Han, “Using Change-Point Detection to Support Artificial Neural Networks for Interest Rates Forecasting,” Expert Systems with Applications: An International Journal, Vol. 19, No. 1, pp. 105-115, 2000
    60. Sangae Lee, Ingoo Han, June S. Park, “Effects of Organizational Characteristics on EDI Implementation in Korea,” Telecommunication Systems-Modeling Analysis Design and Management, Vol. 14, pp. 331-337, 2000
    61. Sangjae Lee, Ingoo Han, “Fuzzy Cognitive Map for the Design of EDI Controls,” Information and Management, Vol. 37, pp. 37-50, 2000
    62. Sangjae Lee, Ingoo Han, "The Impact of Organizational Contexts on EDI Controls", International Journal of Accounting Information Systems, Vol. 1, No. 3, pp. 153-177, 2000
    63. Ingoo Han, Jong UK Choi, "Selection of Appropriate Tasks for Expert System Development in Auditing", Artificial Intelligence in Accounting and Auditing, Vol. 5, 109-120, Markus Wiener Publishes, Princeton, 2000
    64. Changduk Jung, Ingoo Han, Bomil Suh, "Risk Analysis for Electronic Commerce Using Case-Based Reasoning," International Journal of Intelligent Systems in Accounting, Finance & Management, Vol. 8, pp. 61-73, 1999
    65. Kyung-shik Shin, Ingoo Han, "Case-based Reasoning Supported by Genetic Algorithms for Corporate Bond Rating," Expert Systems with Applications: An International Journal, Vol. 16, pp. 85-95, 1999
    66. Sangjae Lee, Ingoo Han, "The Design of EDI Controls using Case-based Reasoning: EDICBR," International Journal of Intelligent Systems in Accounting, Finance & Management, Vol. 7, pp. 135-152, 1998
    67. Sangjae Lee, Ingoo Han, Hyogun Kym, "The Impact of EDI controls on EDI Implementation," International Journal of Electronic Commerce, Vol. 2, No. 4, pp. 71-98, 1998
    68. Hongkyu Jo, Ingoo Han, "Bankruptcy Prediction Using Case-Based Reasoning, Neural Network, and Discriminant Analysis," Expert Systems with Applications: An International Journal, Vol. 13, No. 2, pp. 97-108, 1997
    69. Hongkyu Jo, Ingoo Han, "Integration of Case-Based Forecasting, Neural Network, and Discriminant Analysis for Bankruptcy Prediction," Expert Systems with Applications: An International Journal, Vol. 11, No. 4, pp. 415-422, 1996
    70. Youngsig Kwon, Ingoo Han, Kun Chang Lee, "Ordinal Pairwise Partitioning Approach to Neural Network Training: Bond Rating Case," International Journal of Intelligent System in Accounting Finance & Accounting, Vol. 6, pp. 23-40, 1996
    71. Kun Chang Lee, Ingoo Han, Youngsig Kwon, “Hybrid Neural Network Models for Bankruptcy Predictions,” Decision Support Systems, Vol. 18, No. 1, pp. 63-72, 1996
    72. Ingoo Han, John Chandler, Ting-Peng Liang, "The Impact of Measurement Scale and Correlation Structure on Classification Performance of Inductive Learning and Statistical Methods," Expert Systems with Applications: An International Journal, Vol. 10, pp. 209-221, 1996
    73. Heeseok Lee, Wikil Kwak, Ingoo Han, "Designing a Comprehensive Business Performance Evaluation System: An Analytic Hierachical Model," The Engineering Economist, Vol. 40, No. 4, pp. 343-357, 1995
    74. Ting-Peng Liang, John Chandler, Ingoo Han, Jinsheng Roan, “An Empirical Investigation of Some Data Effects on Classification Accuracy of Probit, ID3 and Neural Networks,” Contemporary Accounting Research, Vol. 9, No.1, pp. 306-328, 1992
    75. Ting-Peng Liang, John Chandler, Ingoo Han, “Integrating Statistical and Inductive Learning Methods for Knowledge Acquisition,” Expert Systems with Applications: An International Journal, Vol. 1, pp. 391-401, 1990
    76. Richard Boland, Ralph Greenberg, Soong Park, Ingoo Han, “Mapping the Process of Problem Reformulation: Implications for Understanding Strategic Thought,” Mapping strategic Thoughts, Edited by Anne Huff, John Wiley & Sons, 195-226, 1990

Research Areas

    AI applications in Accounting and Finance, Valuation, Financial Statement Analysis
Teaching

financial accounting()

    financial statement analysis()

      Contact : Joo, Sunhee ( shjoo2006@business.kaist.ac.kr )
      TOP