Donghyuk Shin

Korea Advanced Institute of Science and Technology — South Korea

Social Sciences · Social Sciences

12h-index736citations31works1.82yr avg
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Research Topics

Digital Marketing and Social Media(5), Complex Network Analysis Techniques(4), Image Retrieval and Classification Techniques(4), Advanced Wireless Communication Techniques(3), Recommender Systems and Techniques(3)

Publications31 total

PlaceSim: An LLM-based Interactive Platform for Human Behavior Simulation in Physical Facilities
2025Open Access
Service Robots and Workforce Transformation: Evidence from Restaurant Operations
SSRN Electronic Journal·2025Open Access
Comprehensive Black-Box Fuzzing of Electric Vehicle Charging Firmware via a Vehicle to Grid Network Protocol Based on State Machine Path
Computers, materials & continua/Computers, materials & continua (Print)·2025Open Access
Research on countermeasures against man-in-the-middle attacks through analysis and demonstration of V2G communication protocol security threats
Jouranl of Information and Security·2024
Disinformation Spillover: Uncovering the Ripple Effect of Bot-Assisted Fake Social Engagement on Public Attention
MIS Quarterly·2024· 9 cited
Learning Outside the Classroom During a Pandemic: Evidence from an Artificial Intelligence-Based Education App
Management Science·2022· 19 cited
Predicting Firm Market Performance Using the Social Media Promoter Score
Marketing Letters·2022· 5 cited
A Study on the Correction Technique of Fault Location of AC Railway using Linear Spline Interpolation Method
The Transactions of The Korean Institute of Electrical Engineers·2021
An Analysis of the Impact of Product Recall on Stock Prices based on Google Trend Search Counts
GLOBAL BUSINESS & FINANCE REVIEW·2020· 2 citedOpen Access
Enhancing Social Media Analysis with Visual Data Analytics: A Deep Learning Approach
MIS Quarterly·2020· 196 cited
Can Recommender Systems Reduce Healthcare Costs? The Role of Time Pressure and Cost Transparency in Prescription Choice
MIS Quarterly·2020· 18 citedOpen Access
A multi-scale framework for graph based machine learning problems
Texas ScholarWorks (Texas Digital Library)·2017Open Access
Content Complexity, Similarity, and Consistency in Social Media: A Deep Learning Approach
SSRN Electronic Journal·2016· 12 citedOpen Access
Sharing Behavior in Online Social Media: An Empirical Analysis with Deep Learning
Lecture notes in business information processing·2016· 3 cited
Tumblr Blog Recommendation with Boosted Inductive Matrix Completion
2015· 39 cited
Multi-Scale Spectral Decomposition of Massive Graphs
2014· 17 cited
Recommending tumblr blogs to follow with inductive matrix completion
2014· 16 cited
Which app will you use next?
2013· 94 cited
Multi-scale link prediction
2012· 29 cited
Multi-Scale Link Prediction
arXiv (Cornell University)·2012· 4 citedOpen Access
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Frequent Co-authors

Gene Moo Lee(5), Inderjit S. Dhillon(5), Shu He(4), Suleyman Cetintas(4), Saejoon Kim(4), Andrew B. Whinston(3), Kuang-Chih Lee(3), Si Si(3), Sang Pil Han(3), Rae‐Hong Park(2), Seungjoon Yang(2), Kyoungwoo Heo(2), Jaehan Jung(1), Nagarajan Natarajan(1), Sang-Bong Oh(1), Jeongseok Ha(1), Chulmin Yun(1), Hyunsung Jo(1), Jihoon Yang(1), Ga Young Ko(1)