Selected Publications

• Seungyoung Joo and Minkyoung Kim, "Understanding Contextual Urban Structure based on Mobility Trajectories and POI Metadata," Proceedings of the Korean Information Science Society Conference, December, 2024.
• Seokjoon Oh and Minkyoung Kim, "Analysis of COVID-19 Spread Dynamics in Districts of Seoul During the Omicron Variant," Proceedings of the Korean Information Science Society Conference, December, 2024.
• Jaewoo Park and Minkyoung Kim, "Understanding the Thematic Spread of True and Fake News on Social Media: Focusing on COVID-19 and the U.S. Presidential Election," Proceedings of the Korean Information Science Society Conference, December, 2024.
• Jaeyeong Jeon and Minkyoung Kim, "Understanding the Connectivity of the Seoul Region During the Prolonged Spread of COVID-19," Proceedings of the Korean Information Science Society Conference, December, 2024.
• Seokjoon Oh, Seungyoung Joo, and Minkyoung Kim, "Unveiling Spatiotemporal Human Mobility using POI Data," Proceedings of the Korean Information Science Society Conference, June, 2024.
• Yoonsub Kim, Sejin Park, Seojin Ha, and Minkyoung Kim, "Exploring Diffusion Processes and Underlying Structural Insights of Disparate Visual Media Content," Proceedings of the Korean Information Science Society Conference, June, 2024. (Participation Award)
• Jaeyeong Jeon and Minkyoung Kim, "Understanding Synchronous and Asynchronous Diffusion Patterns of COVID-19 across Regions," Proceedings of the Korean Information Science Society Conference, June, 2024. (Excellence Award)
• 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, December, 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, December, 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, December, 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, December, 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, December, 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, December, 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, June, 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, June, 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, June, 2019. Link

Understanding Saptiotemporal Human Mobility Patterns in Seoul based on POI Metadata

Seokjoon Oh, Seungyoung Joo, Soohwan Kim, and Minkyoung Kim

Journal of Korean Institute of Information Technology, Volume 22, Number 9, Pages 111-122, September, 2024;
DOI: 10.14801/jkiit.2024.22.9.111

Decoding Urban Dynamics: Contextual Insights from Human Meta-Mobility Patterns

Seokjoon Oh, Seungyoung Joo, Soohwan Kim, and Minkyoung Kim

Systems, Volume 12, Issue 8, 313, August 2024; DOI: 10.3390/systems12080313

Optimization Methods for Non-linear Least Squares

Minkyoung Kim and Soohwan Kim

Journal of Institute of Control, Robotics and Systems, Volume 30, Number 7, Pages 723-729, July, 2024.
DOI: 10.5302/J.ICROS.2024.24.0134

O³ LiDAR-Camera Calibration: One-Shot, One-Target and Overcoming LiDAR Limitations

Sunjae Jeong, Soohwan Kim, Jaeseung Kim and Minkyoung Kim

IEEE Sensors Journal, Volume 24, Number 11, Pages 18659-18671, June, 2024. DOI: 10.1109/JSEN.2024.3390170

LiDAR-Camera Calibration based on the Characteristics of LiDAR Sensors 

Sunjae Jeong, Soohwan Kim, Jaeseung Kim and Minkyoung Kim

Journal of Institute of Control, Robotics and Systems, Volume 30, Number 5, Pages 524-530, May, 2024.
DOI: 10.5302/J.ICROS.2024.24.0044

Dynamics of COVID-19 Spread based on Human Mobility Patterns by Epidemic Stages in Seoul

Hyunkeun Oh and Minkyoung Kim

Journal of Korean Institute of Information Technology,  Volume 21, Number 4, Pages 153-160, April, 2023.
DOI: 10.14801/jkiit.2023.21.4.153

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  

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 

Dynamics of Information Diffusion

Minkyoung Kim

PhD Thesis, Australian National University, April 2015

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

Advertising Method, SNS Advertising System and Recording Medium

• • Minkyoung Kim and June Lee

  • Application No.: US 12/666,148, EP 20080857693, CN 200880110416, October 2008, Assignee: SK Telecom

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

• • Minkyoung Kim and Hyun Kim

  • Application No.: US 11/633,177, December 2006, Assignee: ETRI

Signal Amplifying Apparatus and Method

• • Minkyoung Kim

  • Application No.: US 11/269,559 (November 2005), EP 20060100084 (January 2006), CN 200510125832 (November 2005), Assignee: Samsung Electronics

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

• • Minkyoung Kim

  • Patent No.: KR 10-1427104, August 2014, Assignee: SK Telecom

Advertising Method and SNS Advertising System

• • Minkyoung Kim and June Lee

  • Patent No.: KR 10-1136730, April 2012, Assignee: SK Telecom

Apparatus and Method for Signal Amplitude

• • Minkyoung Kim

  • Patent No.: KR 10-0755686, August 2007, Assignee: Samsung Electronics

Server and System for Service of Social Community and Method Therefor

• • Minkyoung Kim and June Lee

  • Application No.: KR 10-2008-0007524, January 2008, Assignee: SK Telecom

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

• • Minkyoung Kim and Hyun Kim

  • Application No.: KR 10-2006-0076669, August 2006, Assignee: ETRI