Junho Yoon
I'm a Ph.D. candidate at Tippie College of Business, University of Iowa, being advised by Dr. Gautam Pant. My research leverages machine learning, network analysis, and econometrics to derive business intelligence for firms and policymakers. I study questions about technology innovation, interfirm collaboration, human resources, and healthcare.
Contact:
Department of Business Analytics, Tippie College of Business, University of Iowa, 21 E Market St, Iowa City, IA 52242
Awards & Honors:
Best Student Paper, INFORMS Workshop on Data Science 2022
Runner-up ($4,000), Expedia & Enter 2020 Data Science Competition
2nd place, University of Iowa Soccer World Cup 2022
Nomination, Teaching Excellence for Graduate Assistants 2023
Select Publications:
Yoon, J., Pant, G., Pant, S. (2024).: Discovery of Technological Innovation Systems: Implications for Predicting Future Innovation. Journal of Management Information Systems.
Select Working Papers & In-Progress:
Yoon, J., Pant, G.: Predicting Firm Alliances: Leveraging Relational Pluralism in Innovation with Graph Neural Networks.
Kim. H., Yoon, J., Nicolau, J.: Individual Skill Flexibility and Turnover: Evidence from Hotel Employees.
Wang, T., Yoon, J., Jin, F.: What Drives Prosocial Crowdfunding: Herding or Diffusion of Responsibility?
Peer-Reviewed Conferences:
Kim, H., Yoon, J., Nicolau, J., McGehee, N., Ryu, S. W. (2024) Individual Skill Flexibility and Turnover: Empirical Evidence from Hotel Employees. Society for Industrial and Organizational Psychology 2024 (SIOP 2024)
Yoon, J., Pant, G. (2023) Predicting Firm Alliances: Leveraging Relational Pluralism in Innovation with Graph Neural Networks. 2023 Conference on Information Systems and Technology. (CIST 2023)
Yoon, J. (2023) Doctoral Consortium-Late Stage. Americas Conference on Information Systems 2023 (AMCIS 2023)
Ryu, S. W., Livingston, B. A., Yoon, J. (2023) The Effect of Job Rotation on Employee Career Outcomes: Career Structure Perspective. Society for Industrial and Organizational Psychology 2023 (SIOP 2023)
Kim, H., Yoon, J., Nicolau, J. (2023) Categorization of Hospitality Employee Skill Sets and the Skill Flexibility: the Influence on Turnover. Graduate Student Research Conference in Hospitality and Tourism 2023
Yoon, J., Pant, G., Pant, S. (2022). Discovery of Technological Innovation Systems: Implications for Predicting Future Innovation. INFORMS 2022 Workshop on Data Science, invited to the editorial roundtable discussion
Yoon, J., Pant, G., Pant, S. (2021). Predicting Innovation Through Topical Structure Discovery. 31st Workshop on Information Technology and Systems. (WITS 2021)
Wang, T., Yoon, J., Jin, F. (2020). What Drives Prosocial Crowdfunding: Herding or Diffusion of Responsibility. 2020 Conference on Information Systems and Technology. (CIST 2020)
Hong, J., Yoon, J. (2017). Multivariate time-series classification of sleep patterns using a hybrid deep learning architecture. IEEE 19th International Conference on e-Health Network Application Services. (IEEE Healthcom 2017)