Research

Journal

  1. Manufacturing Public Attention: Bot-Assisted Fake Social Engagement Operations in Online Platforms
    S. Lee, D. Shin, K. H. Kwon, S. P. Han, and S. K. Lee
    MIS Quarterly, 2023 (conditionally accepted)
  2. Learning Outside the Classroom During a Pandemic: Evidence from an Artificial Intelligence-Based Education App
    G. Y. Ko, D. Shin, S. Auh, Y. Lee, and S. P. Han
    Management Science, 2022
    DOI
  3. Predicting Firm Market Performance using the Social Media Promoter Score
    S. Chung, D. Shin, and J. Park
    Marketing Letters, 2022
    DOI
  4. Enhancing Social Media Analysis with Visual Data Analytics: A Deep Learning Approach
    D. Shin, S. He, G. M. Lee, A. B. Whinston, S. Cetintas, and K. Lee
    MIS Quarterly, 2020
    DOI

Conference

  1. Graph Representation Learning for Reciprocal Recommendation in IT-enabled Social Networks: Social Relations Model Approach
    B. Kim, K. Lee, D. Shin, S. P. Han, and S. Ram
    In Workshop on Information Technologies and Systems (WITS), 2022
  2. Achieving the Double Bottom Line with Artificial Intelligence by Addressing Inequity: A Global Comparative Analysis of an Educational Technology Firm
    D. Jeong, D. Shin, S. Auh, and S. P. Han
    In Proceedings of the International Conference on Information Systems (ICIS), 2022
    PDF
  3. Robots Serve Humans? Understanding the Economic and Societal Impacts of AI Robots in the Service Industry
    M. Lee, G. M. Lee, D. Shin, and S. P. Han
    In The 6th INFORMS Workshop on Data Science (DS), 2022
  4. Graph Representation Learning for Reciprocal Recommendation in IT-enabled Social Networks: Social Relations Model Approach
    B. Kim, K. Lee, D. Shin, S. P. Han, and S. Ram
    In The 6th INFORMS Workshop on Data Science (DS), 2022
  5. Impact of COVID-19 Crisis on Social E-Commerce: An Empirical Analysis of E-commerce Consumer Behavior During the Pandemic
    Y. Zhang, Y. Kwark, Y. Wang, and D. Shin
    In Conference on Information Systems and Technology (CIST), 2021
  6. Robots Serve Humans: Does AI Robot Adoption Enhance Operational Efficiency and Customer Experience?
    M. Lee, G. M. Lee, D. Shin, and S. P. Han
    In Workshop on Information Technologies and Systems (WITS), 2020
  7. Targeting Pre-Roll Ads using Video Analytics
    S. Park, G. M. Lee, D. Shin, and S. P. Han
    In Workshop on Information Technologies and Systems (WITS), 2020
  8. Robots Serve Humans: Does AI Robot Adoption Enhance Operational Efficiency and Customer Experience?
    M. Lee, G. M. Lee, D. Shin, and S. P. Han
    In KrAIS Research Workshop, 2020
  9. Customer Attitude from Social Media, Customer Satisfaction Index, and Firm Value
    S. Chung, D. Shin, A. Animesh, and K. Han
    In Conference on Information Systems and Technology (CIST), 2017
  10. Analyzing Content and Customer Engagement in Social Media with Deep Learning
    D. Shin, S. He, G. M. Lee, and A. B. Whinston
    In Conference on Information Systems and Technology (CIST), 2016
  11. Sharing Behavior in Online Social Media: An Empirical Analysis with Deep Learning
    D. Shin, S. He, G. M. Lee, and A. B. Whinston
    In Proceedings of the 14th Workshop on e-Business (WeB), 2016
    DOI
  12. Message or Messenger: An Empirical Analysis on Tumblr Reblogging Behavior
    D. Shin, S. He, G. M. Lee, and A. B. Whinston
    In Workshop on Information Technologies and Systems (WITS), 2015
  13. Tumblr Blog Recommendation with Boosted Inductive Matrix Completion
    D. Shin, S. Cetintas, K. Lee, and I. S. Dhillon
    In Proceedings of the 24st ACM International Conference on Information and Knowledge Management (CIKM), 2015
    PDF DOI
  14. Multi-scale Spectral Decomposition of Massive Graphs
    S. Si*, D. Shin*, I. S. Dhillon, and B. N. Parlett
    In Proceedings of the 27th Conference on Neural Information Processing Systems (NeurIPS), 2014
    PDF DOI
  15. Recommending Tumblr Blogs to Follow with Inductive Matrix Completion
    D. Shin, S. Cetintas, and K. Lee
    In Poster Proceedings of the 8th ACM Conference on Recommender Systems (RecSys), 2014
    PDF
  16. Which App Will You Use Next? Collaborative Filtering with Interactional Context
    N. Natarajan*, D. Shin*, and I. S. Dhillon
    In Proceedings of the 7th ACM Conference on Recommender Systems (RecSys), 2013
    PDF DOI
  17. Multi-scale Link Prediction
    D. Shin, S. Si, and I. S. Dhillon
    In Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM), 2012
    PDF DOI