Donghyuk Shin

Donghyuk Shin

Assistant Professor

Department of Information Systems

W. P. Carey School of Business

Arizona State University

Biography

I am an Assistant Professor in the Department of Information Systems at the W. P. Carey School of Business of Arizona State University. Prior to joining ASU, I worked at Amazon Web Services as a Machine Learning Scientist. I graduated with a Ph.D. in Computer Science from the University of Texas at Austin, where I was advised by Prof. Inderjit S. Dhillon and part of the Center for Big Data Analytics. I have also closely worked with Prof. Andrew B. Whinston. Before then, I received my B.E. and M.S. degrees from Sogang University. My research interest lies in the intersection of machine learning and information systems focusing on leveraging ML to solve business problems and applications.

Interests

  • Machine Learning
  • Deep Learning
  • Data Mining
  • Recommender Systems
  • Big Data
  • Business Analytics
  • Digital Platforms
  • Social Media

Education

  • Ph.D. in Computer Science, 2017

    University of Texas at Austin, Austin, TX

  • M.S. in Computer Science, 2008

    Sogang University, Seoul, South Korea

  • B.E. in Computer Science and B.Econ. in Economics, 2006

    Sogang University, Seoul, South Korea

Experience

 
 
 
 
 

Assistant Professor

Arizona State University

Aug 2019 – Present Tempe, AZ
 
 
 
 
 

Machine Learning Scientist

Amazon Web Services

Aug 2016 – Aug 2019 Seattle, WA
 
 
 
 
 

Research Scientist Intern

Yahoo Research

Jun 2014 – Aug 2014 Sunnyvale, CA
 
 
 
 
 

Machine Learning Intern

Amazon.com

May 2013 – Aug 2013 Seattle, WA

Selected Publications

(* indicates equal contribution to the work.)

Enhancing Social Media Analysis with Visual Data Analytics: A Deep Learning Approach

Customer Attitude from Social Media, Customer Satisfaction Index and Firm Value

Analyzing Content and Customer Engagement in Social Media with Deep Learning

Sharing Behavior in Online Social Media: An Empirical Analysis with Deep Learning

Tumblr Blog Recommendation with Boosted Inductive Matrix Completion

Multi-Scale Spectral Decomposition of Massive Graphs

Which App Will You Use Next? Collaborative Filtering with Interactional Context

Multi-scale Link Prediction

Teaching

  • Spring 2021: CIS 325 Programming for Business Analytics
  • Spring 2020: CIS 325 Programming for Business Analytics

Contact

  • dhs -at- asu -dot- edu
  • 480-727-2852
  • BAC 652
  • Dept. of Information Systems
    W. P. Carey School of Business
    PO Box 874606
    Tempe, AZ 85287-4606