Research

Journal Publications

  • Park, J. and Kim, J., 2021. “A Data-Driven Exploration of the Race between Human Labor and Machines in the 21st Century”, Communications of the ACM, forthcoming, [SSRN] [Homepage] [Code]
  • Choi, S., Kim, W. and Kim, J., 2016. “Compression of Hamiltonian Matrix: Application to Spin-1/2 Heisenberg Square”, AIP Advances (Editor’s Pick) [Manuscript]

Working Papers

Manuscripts under Review

  • Park, J., Kim, J., Cho, D. and Lee, B., “Pitching with Style: The Role of the Entrepreneur’s Video Pitch in Online Crowdfunding”, under 3rd round review at MIS Quarterly
  • Jung, H., Kim, J., Cho, D. and Han, Q., “Behavioral Contagion and Spillover over Users’ Cognitive Network: Evidence from Online Social Media Platform for Investors”, under review

Manuscripts in Preparation for Submission

  • Kim, J. and Lee, J., “The Democratized Crowd? An Empirical Study of the Stages of New Product Development on Gender Discrimination”
  • Park, J. and Kim, J., “Leveraging Machine Learning to Reduce Racial Bias on Online Platforms: A Neural Machine Translation Approach”
  • Kim, J. and Park, J., “Does a Smile Turn Away Racial Prejudice? Effects of Facial Expressions on Racial Bias”

Conference Presentations

  • Park, J. and Kim, J., 2019. “Evolution of Task Automation in the 21st Century: A Data-Driven Exploration of the Race between Man and Machine”, International Conference on Information Systems (ICIS), Munich, Germany
  • Ko, Y., Kim, J. and Chung, M., 2019. “Reaping What You Sow: Social Networks and Success of Serial Entrepreneurs in Crowdfunding”, Academy of Management (AOM), Boston, Massachusetts, USA [Manuscript]
  • Park, J. and Kim, J., 2018. “Leveraging Machine Learning to Reduce Racial Bias on Online Platforms: A Neural Machine Translation Approach”, INFORMS Conference on Information Systems and Technology (CIST), Phoenix, Arizona, USA
  • Park, J. and Kim, J., 2018. “Fixing Racial Discrimination through Analytics on Online Platforms: A Neural Machine Translation Approach”, International Conference on Information Systems (ICIS), San Francisco, California, USA [Manuscript] [Poster]
  • Kim, J. and Lee, J., 2018. “An Empirical Study of the Stages of New Product Development on Gender Difference”, The Korea Academic Society of Industrial Organization (KASIO), Seoul, Korea
  • Park, J., Kim, J. and Lee, B., 2017. “Are All Faces Created Equal? An Empirical Analysis of Face Disclosure and Facial Expression in Crowdfunding”, Post-ICIS KrAIS Research Workshop, Seoul, Korea (Best Student Paper Award)
  • Park, J., Kim, J. and Lee, B., 2017. “Face Premium or Discount? The Contingent Effects of Face Disclosure and Facial Expression in Crowdfunding”, Workshop on Information Systems and Economics (WISE), Seoul, Korea
  • Jung, H., Kim, J., Cho, D. and Han, Q., 2017. “Disagreement Spillovers on Social Platform”, Korea Derivatives Association (KDA), Seoul, Korea
  • Kim, J. and Park, J., 2017. “The Anatomy of Facial Expression in Online Crowdfunding Platform: A Machine Learning Approach”, International Conference on Electronic Commerce (ICEC), Pangyo, Korea
  • Kim, J. and Park, J., 2017. “Does Facial Expression Matter Even Online? An Empirical Analysis of Facial Expression of Emotion and Crowdfunding Success”, International Conference on Information Systems (ICIS), Seoul, Korea [Manuscript] [Poster]
  • Kim, J., Lee, M., Cho, D. and Lee, B., 2016. “Mining the Crowdfunding: An Empirical Analysis of Market Structure in Kickstarter”, International Conference on Electronic Commerce (ICEC), Suwon, Korea [Manuscript]
  • Kim, J., Lee, M., Cho, D. and Lee, B., 2016. “Are All Spillovers Created Equal? The Impact of Blockbusters and the Composition of Backers in Online Crowdfunding”, International Conference on Information Systems (ICIS), Dublin, Ireland [Manuscript] [Presentation]
  • Kim, J., Cho, D. and Lee, B., 2016. “The Mind Behind Crowdfunding: An Empirical Study of Speech Emotion in Fundraising Success”, International Conference on Information Systems (ICIS), Dublin, Ireland (Most Innovative Research-in-Progress Paper Runner-up) [Manuscript] [Poster]
  • Park, J., Kim, J. and Lee, B., 2016. “Which Tasks Will Technology Take? A New Systematic Methodology to Measure Task Automation”, International Conference on Information Systems (ICIS), Dublin, Ireland [Manuscript] [Poster]