Research Interest
Forecasting / Diffusion
forecasting and managerial decisions
diffusion models and its application
theoretical approach on forecasting
Data Science
statistical analysis on big data
estimation and forecasting method
outlier detection method
Econometrics / Others
investor behaviors in stock market
game theoretic approaches
defense science
Updated: 2017.8.
Research Papers. international journals
Research Papers. domestic journals
Conferences
Taegu Kim and Jungsik Hong (2017). Estimation of Transition Point in Dual Market Structure with BMIC. 2017 Spring Conference of KSIE, Daejeon, Korea.
Seonyeong Park, Taegu Kim and Moonsoo Shin (2017). Analysis of Influential Factors for Forecasting Movie Audience. 2017 Joint Conference of KIIE, KORMS, and KSS, Yeosu, Korea.
Seonyeong Park and Taegu Kim. (2017). Forecasting Audience of Motion Pictures Using Linear Regression and Machine Learning Algorithm. ICIIST 2017, Qingdao, China.
Taegu Kim and Jaehyun Kim. (2016). Portfolio Management with Herding behavior on HKEX Disclosure. 2016 Fall Conference of KORMS, Seoul, Korea.
Taegu Kim and Nam-Wook Cho. (2016). Outlier Detection Approach based on Local Outlier Factor for Datasets with Mixed Attributes. 11th International Conference on Innovative Computing, Information and Control. Harbin, China.
Sujin Pyo, Taegu Kim, and Sungmin Bae. (2016). Pricing Model for Contingent Convertible Bond Using Stochastic Process of Equity Ratio. The 15th China-Korea Quality Symposium. Nanjing, China.
Taegu Kim. (2016). Analysis of Complex Operation Effectiveness Using Simulation Approach. Conference of Military Operations Research Society Of Korea. Cheonan, Korea.
Jonghoon Park, Deok-joo Lee, Kyungtaek Kim, and Taegu Kim. (2016). Economic Valuation of Korean Telecommunication Radio Spectrum: A Real Option Approach. 2016 Joint Conference of KIIE. Jeju, Korea.
Jae-yong Lee, Sunyoung Park, Taegu Kim, and Moonsoo Shin. (2016). Research Trends on Scheduling Techniques using Social Network Analysis. 2016 Joint Conference of KIIE. Jeju, Korea.
Luz Angelica Pirir Avila, Deok-joo Lee, and Taegu Kim. (2016). Diffusion factors and competitive dynamics of mobile telephone services in Guatemala. 2016 Joint Conference of KIIE. Jeju, Korea.
Saedasul Moon, Deok-joo Lee, Kyungtaek Kim, and Taegu Kim. (2016). Estimation of Fair Price for Carbon Emission Rights in Korea Using Analogy. 2016 Joint Conference of KIIE. Jeju, Korea.
Taegu Kim and Nam-Wook Cho. (2016). Local Outlier detection in datasets with mixed attributes. 2016 Joint Conference of KIIE. Jeju, Korea.
Taegu Kim and Jungsik Hong. (2015). Comparative analysis on the diffusion patterns of Korean and US film markets with clustering. 2015 Fall Conference of KIIE. Seoul, Korea.
Deok-joo Lee, Taegu Kim, Sangmin Yeo, and Hyungsik Oh. (2015). Measuring the Economic Values of Energy Storage System in the Smart Grid Using Game Model. 2015 Joint Conference of KORMS and KIIE. Jeju, Korea.
Kwanyoung Lee, Taegu Kim, Deok-joo Lee, and Hyungsik Oh. (2015). Comparative Analysis on the Calibration Methods on the Heston Model. 2015 Joint Conference of KORMS and KIIE. Jeju, Korea.
Sujin Pyo, Taegu Kim, Deok-joo Lee, and Hyungsik Oh. (2015). Pricing Model for Contingent Convertible Bond based on the Firm Value Model. 2015 Joint Conference of KORMS and KIIE. Jeju, Korea.
Sangmin Yeo, Deok-Joo Lee, and Taegu Kim. (2015). Optimal Energy Consumption Scheduling for the Smart Grid Considering Storage Appliance: A Game-Theoretic Approach. The 2015 Global Conference on Information Technology, Computing, and Applications (GlobalIT 2015). Las Vegas, USA.
Taegu Kim, Dukjoo Lee, Sangmin Yeo, and Sujin Pyo. (2014). Optimal Time-of-Use Pricing in Smart Grid Network Considering Time Preference: A Stackelberg Game Model. 2014 Joint Conference of KORMS and KIIE. Busan, Korea.
Sangmin Yeo, Taegu Kim, Dukjoo Lee, and Sujin Pyo. (2014). Optimal Energy Consumption Scheduling for the Future Smart Grid Considering Storage Appliance: A Game-Theoretic Approach. 2014 Joint Conference of KORMS and KIIE. Busan, Korea.
Namwook Cho and Taegu Kim. (2014). A Study on Toll Fraud Detection of VoIP Services based on Call Detail Record. 2014 Society for e-Business Studies Spring Conference. Seoul, Korea.
Taegu Kim, Dukjoo Lee, and Sanghoi Koo. (2013). Investment plan for renewable energy in Korea based on the diffusion model using analogy method. 3rd Asia-Pacific Forum on Renewable Energy (AFORE 2013). Jeju, Korea.
Taegu Kim, Namwook Cho, and Jungsik Hong. (2013). Characteristics of Korean Film Market by Using Social Network Analysis. 2013 KORMS Autumn Conference. Seoul, Korea.
Taegu Kim and Jungsik Hong. (2013). Bass diffusion model with integration constant and its applications. 2013 KORMS Autumn Conference. Seoul, Korea.
Taegu Kim, Jungsik Hong, and Hoonyoung Koo. (2013). Forecasting Box-Office Revenue by Considering Social Network Services in the Korean Market. The 2013 AFAP Conference on Business and Management. Joho Baru, Malaysia.
Taegu Kim, Jungsik Hong, and Pilsung Kang. (2013). Forecasting the Box-Office of motion pictures using social network service data with an ensemble of machine learning algorithm. ISF 2013: Forecasting with Big Data. Seoul, Korea.
Bokeun Choi, Jungsik Hong, and Taegu Kim. (2012). A Mid- to Long-term Demand Forecasting on Automobile IT Devices. 2012 KORMS Autumn Conference. Seoul, Korea.
Jungsik Hong, Dongju Shin, and Taegu Kim. (2010). Comparative Analysis of Logistic and Bass models. 2010 KORMS Autumn Conference. Seoul, Korea.
Jungsik Hong, Sukgi Hong, and Taegu Kim. (2010). Diffusion Analysis based on Two pieces Bass model for New Products and Services. 2010 Joint Conference of KORMS and KIIE. Jeju, Korea.
Jungsik Hong, Taegu Kim, and Hoonyoung Koo. (2009). A New Estimation Method for the Parameters of Bass Diffusion Model. 2009 KORMS Autumn Conference. Seoul, Korea.
Jungsik Hong, Taegu Kim, and Dar-Oh Lim. (2008). A Study on a Long-term Demand Forecasting and Characterization of Diffusion Process for Medical Equipments. 2008 Joint Conference of KORMS and KIIE. Pohang, Korea.
Taegu Kim, Jungsik Hong, Jaekyung Ahn, and Hyungsik Oh. (2006). A Study on the Development of FGI Items and Analysis of FGI Results for New Product Forecasting-Based on the Logistic Curve. 2006 KIIE Autumn Conference. Seoul, Korea.
Jungsik Hong, Youngjae Kim, Jaekyung Ahn, and Taegu Kim. (2006). Sensitivity analysis of the parameter estimates in the Bass Diffusion Model. 2006 KORMS Autumn Conference. Seoul, Korea.
Projects
Study on the application of the latest IT technology to customs administration. (2016). Korean Customs Service.
Expected effect analysis of deregulation of game sector. (2016). KITA.
Performance analysis and improvement plan of overseas IT support center. (2016). KOTRA.
Improvement of Checklist to Promote Commercialization of R&D for Railway Transportation and Case Applications. (2016). KRRI.
'15 Development of Korean Munitions Effectiveness Manual. (2015). Joint Chiefs of Staffs.
'14 Development of Korean Munitions Effectiveness Manual. (2014). Joint Chiefs of Staffs.
Effect Analysis of Korean Box Office Information System and Future Development Direction. (2014). KOFIC.
Development of Density-based Outlier Detection Methods. (2013 - 5). NRF.
Analysis on the competitive decision making of individual electrical users for the efficient operation of Smart Grid: Game theoretic approach. (2013 - 5). NRF.
Investment Effect Analysis for Large-scale Research Facilities. (2013). NFEC.
Performance analysis of System Semiconductor industry infrastructure development project and future development direction. 2013. ETRI.
Development of analytical tool for economical evaluation of new business of Internet post office. (2007). ETRI.
Study on Optimal Introduction Strategy for Activation of Communication-Broadcasting Convergence Service. (2006 - 7). IITA.
Developed feasibility analysis tool for IMT-2000 + service. (2005 - 6). ETRI.
Feasibility Analysis of VoWLAN Service. (2004). KT.
Dissertation