상세전공 |
마케팅 |
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전공분야 |
마케팅 모델링, 마케팅 애널리틱스 |
학력 |
o 2007 ? 2012: KAIST 경영공학 박사 o 2005 ? 2007: KAIST 경영공학 석사 o 2001 ? 2005: KAIST 경영공학 학사 |
경력/활동 |
o 2025 ? 현재: 중앙대학교 경영경제대학 경영학부 부교수 o 2018 ? 2024: 오하이오 주립대학교 경영대학 조교수 o 2016 ? 2017: 오하이오 주립대학교 경영대학 방문조교수 o 2013 ? 2015: 오하이오 주립대학교 경영대학 박사후 연구원 |
논문 |
o Kim, Chul, Dong Soo Kim, Mingyu Joo, & Hai Che. 2024. Theory-Regularized Deep Learning for Demand-Curve Estimation and Prediction. Proceedings of the IEEE International Conference on Artificial Intelligence for Business (AIxB). o Kim, Dong Soo, Sanghak Lee, Taegyu Hur, Jaehwan Kim, & Greg M. Allenby. 2024. A Direct Utility Model for Access Costs and Economies of Scope. Management Science, 70(6), 3398-3416. o Kim, Dong Soo. 2024. Identifying the Actual Impact of Online Social Interactions on Demand. Asia Marketing Journal, 26(1), 23-30. o Kim, Dong Soo. 2023. A Simultaneous Equation Model of Demand and Supply Incorporating Misestimation of Consumers’ Quality Perception and Firms’ Dynamic Marketing Strategy. Journal of Marketing Management Research, 28(4), 53-71. (manuscript in Korean) o Kim, Hyowon, Dong Soo Kim, & Greg M. Allenby. 2020. Benefit Formation and Enhancement. Quantitative Marketing and Economics, 18(4), 419-468. o Kim, Dong Soo, Roger A. Bailey, Nino Hardt, & Greg M. Allenby. 2017. Benefit-Based Conjoint Analysis. Marketing Science, 36(1), 54-69. o Kim, Youngju, Dong Soo Kim, & Jaehwan Kim. 2014. Non-compensatory Decision Making for Movie Choice: Role of Genre and Online Word of Mouth. Journal of Korean Marketing Association, 29(February), 1-20. (manuscript in Korean) o Jun, Duk Bin, Dong Soo Kim, Sungho Park, & Myoung Hwan Park. 2012. Parameter Space Re- strictions in State Space Models. Journal of Forecasting, 31(2), 109-123. o Choi, Won Hyeok, Duk Bin Jun, Dong Soo Kim, & Jaesun Noh. 2011. Spurious Mean-Reversion of Stock Prices in the State-Space Model. Journal of the Korean Operations Research and Management Science Society, 36(1), 13-26. |
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저서 |
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기타 |
o Kim, Dong Soo & Greg M. Allenby. 2024. Price Optimization. Elgar Encyclopedia of Pricing, edited by Andreas Hinterhuber, EE Publishing. o Fisˇar, Milosˇ, Ben Greiner, Christoph Huber, Elena Katok, Ali Ozkes, & the Management Science Reproducibility Collaboration. 2024. Reproducibility in Management Science. Management Science, 70(3), 1343-1356. (as a member of the Management Science Reproducibility Collaboration) |