Selected Publications

Supervision of Student Research Projects

  • Hyunkeun Oh and Minkyoung Kim, "A Study on Dynamics of COVID-19 Spread based on Human Mobility Patterns", Proceedings of the KICS Winter Conference, 2023
  • Sein Oh and Minkyoung Kim, "Analysis of Combinatory Semantic Units for Understanding Language Usage", Proceedings of the KICS Winter Conference, 2022 Link
  • Jaesung Choi and Minkyoung Kim, "Comparative Study of Deep Learning Methods for Predicting Pork Prices", Proceedings of the KICS Winter Conference, 2022. (Participation Award) Link
  • Hyein Lee, Gayoung Lee, Teraoka Yuika, and Minkyoung Kim, "Deep Learning-based Color Recognition System for Color Vision Defectives", Proceedings of the Korean Information Science Society Conference, 2021. (Participation Award) Link
  • Seiya Umemoto, Suk-Hyung Hwang, Eung-Hee Kim, Soohwan Kim, and Minkyoung Kim, "Comparative Study of Deep Reinforcement Learning Methods - Case Study of Korean Stock Market", Proceedings of the Korean Information Science Society Conference, 2021. Link
  • Yuika Teraoka, Gayoung Lee, Suk-Hyung Hwang, Minkyoung Kim, "Comparative Study of Empty Home Utilization between Korea and Japan based on Social Media Data", Proceedings of the Korea Society of Information Communication Security Ethics Conference, 2020. (Grand Prize)
  • Minsu Kim, Soohwan Kim, and Minkyoung Kim, "3D Scanning System using a Single 2D Spinning LiDAR", Proceedings of the Korea Society of Information Communication Security Ethics Conference, 2020. (Excellence Award)
  • Yunji Lim, Katsutoshi Eda, Suk-Hyung Hwang, Eung-Hee Kim, Soohwan Kim, and Minkyoung Kim, "Attitude Calibration System based on Video Recognition", Proceedings of the Korean Information Science Society Conference, 2020. (Grand Prize) Link
  • Jeho Bang, Suk-Hyung Hwang, Eung-Hee Kim, Soohwan Kim, and Minkyoung Kim, "Vehicle Access Control System based on Recognition of Car License Plate and Model", Proceedings of the Korean Information Science Society Conference, 2020. (Participation Award) Link
  • Sihu Ahn, Namhoon Cho, Suk-Hyung Hwang, Eung-Hee Kim, Soohwan Kim, and Minkyoung Kim, "Analysis of Citizens' Response to the Spread of COVID-19 using the Number of Subway Passengers and Comparison with the MERS-Cov Period", Proceedings of the Korean Information Science Society Conference, 2020. Link
  • Jiwon Lee, Suk-Hyung Hwang, Eung-Hee Kim, Soohwan Kim, and Minkyoung Kim, "Analysis of Social Behavior Changes using Broadcasting Audience Rating Data", Proceedings of the Korean Information Science Society Conference, 2020. Link
  • Sihu Ahn, Suk-Hyung Hwang, Eung-Hee Kim, and Minkyoung Kim, "Comparative Study of Malicious Comment-detection Models based on Deep Learning", Proceedings of the Korean Information Science Society Conference, 2019. Link
  • Jeho Bang, Sejong Jeon, Suk-Hyung Hwang, Eung-Hee Kim, and Minkyoung Kim, "Automated Brightness-adjusting System for Eye and Vision Health", Proceedings of the Korean Information Science Society Conference, 2019. Link
  • Yunji Lim, Katsutoshi Eda, Suk-Hyung Hwang, Eung-Hee Kim, and Minkyoung Kim, "Automatic Text Recognition System based on OCR", Proceedings of the Korean Information Science Society Conference, 2019. Link

Journals

Rotation Representations and their Conversions

Soohwan Kim and Minkyoung Kim

IEEE Access, Volume 11, Pages 6682 - 6699, January 2023;  doi: 10.1109/ACCESS.2023.3237864 

Dynamics of Macroscopic Diffusion across Meta-populations with Top-down and Bottom-up Approaches: A review

Minkyoung Kim and Soohwan Kim

Mathematical Biosciences and Engineering, Volume 19, Issue 5, March 2022;  doi: 10.3934/mbe.2022213 

Tutorial on Complex Numbers and Quaternions for Rotations

Soohwan Kim and Minkyoung Kim 

Journal of Institute of Control, Robotics and Systems, Volume 28, Number 3, Pages 242-253, March 2022; doi:10.5302/J.ICROS.2022.22.0009

Understanding Time-Evolving Citation Dynamics across Fields of Sciences

Minkyoung Kim

Applied Sciences, Volume 10, Issue 17, Number 5846, August 2020;  doi:10.3390/app10175846

Real-world Diffusion Dynamics based on Point Process Approaches: A Review

Minkyoung Kim, Dean Paini, and Raja Jurdak

Artificial Intelligence Review, Volume 53, Issue 1, Pages 321-350, January 2020;  doi:10.1007/s10462-018-9656-9

Modeling Stochastic Processes in Disease Spread across a Heterogeneous Social System

Minkyoung Kim, Dean Paini, and Raja Jurdak

Proceedings of the National Academy of Sciences, Volume 116, Issue 2, Pages 401-406, January 2019; doi:10.1073/pnas.1801429116 

(Finalist in the Eureka Prize for Excellence in Interdisciplinary Scientific Research, Australia, August 2019)

Macro-Level Information Transfer in Social Media: Reflections of Crowd Phenomena

Minkyoung Kim, David Newth, and Peter Christen

Neurocomputing, Volume 172, Pages 84 - 99, January 2016; doi:10.1016/j.neucom.2014.12.107 

Modeling Dynamics of Diffusion across Heterogeneous Social Networks: News Diffusion in Social Media

Minkyoung Kim, David Newth, and Peter Christen

Entropy, Volume 15, Issue 10, Pages 4215–4242, October 2013; doi:10.3390/e15104215  

Books

Book Translation in Korean

Book Translation in Korean

Phd Thesis

Dynamics of Information Diffusion

Minkyoung Kim

PhD Thesis, Australian National University, April 2015

Conferences & Workshops

Modeling Affinity based Popularity Dynamics

Minkyoung Kim, Daniel A. McFarland, and Jure Leskovec

ACM Conference on Information and Knowledge Management (CIKM'17), Singapore, November 2017

Heterogeneous Social Signals Capturing Real-world Diffusion Processes

Minkyoung Kim and Raja Jurdak

International Workshop on Social Sensing (SocialSens'17) at CPSWeek'17, USA, April, 2017

Airborne Disease Propagation on Large Scale Social Contact Networks

Md Shahzamal, Raja Jurdak, Reza Arablouei, Minkyoung Kim, Kanchana Thilakarathna, and Bernard Mans

International Workshop on Social Sensing (SocialSens'17) at CPSWeek'17, USA, April 2017

Uncovering Diffusion in Academic Publications using Model-Driven and Model-Free Approaches

Minkyoung Kim, David Newth, and Peter Christen

IEEE International Conference on Social Computing and Networking (SocialCom'14), Sydney, December 2014

Macro-Level Information Transfer across Social Networks

Minkyoung Kim, David Newth, and Peter Christen

International World Wide Web Conference (WWW'14), Seoul, April 2014

Trends of News Diffusion in Social Media based on Crowd Phenomena

Minkyoung Kim, David Newth, and Peter Christen

Workshop on Social News on the Web (SNOW) at International World Wide Web Conference (WWW'14), Seoul, April 2014 

Modeling Dynamics of Meta-Populations with a Probabilistic Approach: Global Diffusion in Social Media

Minkyoung Kim, David Newth, and Peter Christen

ACM Conference on Information and Knowledge Management (CIKM'13), San Francisco, October 2013

Modeling Direct and Indirect Influence across Heterogeneous Social Networks

Minkyoung Kim, David Newth, and Peter Christen

Workshop on Social Network Mining and Analysis (SNA-KDD) at ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'13), Chicago, August 2013

Event Diffusion Patterns in Social Media

Minkyoung Kim, Lexing Xie, and Peter Christen

International AAAI Conference on Weblogs and Social Media (ICWSM'12), Dublin, June 2012 

PrePrint

Causal Inference in Disease Spread across a Heterogeneous Social System

Minkyoung Kim, Dean Paini, and Raja Jurdak

arXiv preprint arXiv:1801.08133, 2018

Modeling Reflexivity of Social Systems in Disease Spread

Minkyoung Kim, Raja Jurdak, and Dean Paini

arXiv preprint arXiv:1711.06359, 2017

Predictability of Irregular Human Mobility

Kewei Zhang, Minkyoung Kim, Raja Jurdak, and Dean Paini

arXiv preprint arXiv:1709.08486, 2017

Patents

Advertising Method, SNS Advertising System and Recording Medium

Intelligent Multi-Agent System by Learning Engine and Method for Operating the Same

Signal Amplifying Apparatus and Method

System And Method For Recommending Contents Based On Social Network And Contents Providing Server

Advertising Method and SNS Advertising System

Apparatus and Method for Signal Amplitude

Server and System for Service of Social Community and Method Therefor

Intelligent Multi-agent System by Learning Engine and Method for Employing as the Same