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Myeongkyu Lee

Human-Vehicle Interaction Engineer

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About Me

Introduction

Welcome to my website!
My name is Myeongkyu Lee and I am a first-year PhD student in the School of Industrial Engineering at Purdue University.
If you have any questions about me, feel free to send me an email! (myeongkyu@purdue.edu)


Research Area

- Human-Vehicle Interaction
- Driver Behavior/Trust/Emotion
- Vehicle/Driver Safety

Education

Purdue University, United States

Aug. 2023 - present

PhD student in the Department of Industrial Engineering

Kookmin University, South Korea

Mar. 2021 - Feb. 2023

Master Candidate of Automotive and IT convergence
Cumulative Rank: 1st

Kookmin University, South Korea

Mar. 2015 - Feb. 2021

Bachelor of Automotive Engineering
Cumulative Rank: 1st

Publication & Presentation

[Under Review & In Preparation]

1. Analysis of Drivers’ Reactions to Simulated Jaywalking and Application of AI classifiers to Predict Accidents
International Journal of Automotive Technology (under review from June 2022)
Myeongkyu Lee, Jihoon Choi, Songhui Kim, Ji Hyun Yang*

[Journals]

1. Effect of Emotion on Galvanic Skin Response and Vehicle Control Data during Simulated Driving [link]
Transportation Research Part F: Traffic Psychology and Behaviour
Myeongkyu Lee, Sangho Lee, Seongwook Hwang, Sejoon Lim, Ji Hyun Yang*

2. Simulator Study on the Response Time and Defensive Behavior of Drivers in a Cut-in Situation [link]
International Journal of Automotive Technology
Myeongkyu Lee, Songhui Kim, Jonghyuk Kim, Ji Hyun Yang*

[Proceedings]

1. “Play Your Anger”: A report on the empathic in-vehicle interface workshop
Automotive UI’23, Ingolstadt, Germany, September 18-21, 2023.
Jiayuan Dong, Chihab Nadri, Ignacio Alvarez, Cyriel Diels, Myeongkyu Lee, ..., Myounghoon Jeon*

2. A Study to Acquire the Driving Characteristic Data According to Driver Emotions and to Propose Emotion Groups in the Driving Context
3rd IEEE International Conference on Human-Machine Systems, Florida, US, November 17-19, 2022.
Myeongkyu Lee, Sangho Lee, Seongwook Hwang, Sejoon Lim, Ji Hyun Yang*

3. A Study for STPA-based Identification of Safety Requirements from the Perspective of Drivers in Take-Over Request Situation
3rd IEEE International Conference on Human-Machine Systems, Florida, US, November 17-19, 2022.
Jongwoo Park, Myeongkyu Lee, Jooyoung Maeng, Changnam Ahn, Ji Hyun Yang*

4. Simulator Study on the Response Time and Defensive Behavior of Drivers in Dangerous Conditions at the Intersection
Automotive UI’22, Seoul, S. Korea, September 17-20, 2022.
Myeongkyu Lee, Sehan Kim, Daehyun Jung, Hyojun Lee, Jihun Choi, Hyunseo Han, Ji Hyun Yang*

5. Establishment of a Data Collection System for Developing a Deep Learning Model Detecting Driver's Hands On/Off
Proceedings of 2022 Spring Conference of KSAE
Hyeongoo Pyeon, Hanwul Kim, Youngjoon Bae, Myeongkyu Lee, Haozheng Zuo, Ji Hyun Yang, Sejoon Lim*

6. Study of Driver’s Response Time in Cut-in Situation with Driving Simulator [link]
Proceedings of 2021 Spring Conference of ESK
Myeongkyu Lee, Hoyoung shim, Songhui Kim, Jihoon Choi, Ji Hyun Yang*

[Patents]

1. Method for Controlling Steering Wheel Based on Whether a Driver Grips Steering Wheel or Not
Korean Patent (10-2022-0073471)
Myeongkyu Lee (40%), Ji Hyun Yang*, Sejoon Lim, Haozheng Zuo, Hyeongoo Pyeon, Youngjoon Bae

2. Method for Providing a Plurality of Driving Modes Based on Whether a Driver Grips Steering Wheel or Not
Korean Patent (10-2022-0086240)
Myeongkyu Lee (40%), Ji Hyun Yang*, Sejoon Lim, Haozheng Zuo, Hyeongoo Pyeon, Youngjoon Bae

3. Device and Method for Detecting Driver’s Steering Wheel Grip
Korean Patent (10-2022-0073471)
Jongwoo Park, Ji Hyun Yang*, Myeongkyu Lee (25%), Jooyoung Maneg

Projects

Artificial Intelligence Adaptation on the Steering Wheel System

Period: September, 2021 - August, 2022
Sponsor: Hyundai Mobis

detail

Study on the Driver’s Mental Model and Behavior in Take-over Situation

Period: May, 2021 - May, 2022
Sponsor: Hyundai Motor Company

detail

Study on the Vehicle Control Data/Physiological Data According to the Emotions

period: March, 2020 - Novebmer, 2021
Sponsor: Hyundai Motor Company

detail

Study on the Driver Behavior Characteristics in Four Dangerous Situations

Period: March, 2020 - Novembmer, 2020
Sponsor: National Forensic Service, Repubic of Korea

detail

Undetectable Communications for Drone Applications (Exchange Researcher)

Period: December, 2019 - February, 2020
Sponsor: University of California, Irvine, US

detail

Designing and Optimizing My City's Traffic Condition (Exchange Researcher)

Period: June, 2018 - July, 2018
Sponsor: Kazan University, Russia

detail

Making Rubber Powered Car using RC Car & Rubber Powered Car Competition

Period: 2015, 2nd semester
Sponsor: Kookmin University, Korea

detail

Conferences (including participation)

ICEIC 2022 (Int. Conference on Electronics, Information, and Communication)

Feb. 7th - Feb. 8th 2022

Jeju, Korea

ESK 2021 Annual Fall Conference

Nov. 29th - Nov. 30th 2021

Jeju Island, Korea

KSAE 2021 Annual Fall Conference

Nov. 17th - Nov. 19th 2021

Virtual Conference

ESK 2021 Annual Spring Conference (made presentation)

June. 22nd 2021

Seoul, Korea

KSAE 2020 Annual Fall Conference

Nov. 18th - Nov,20th 2020

Jeju Island, Korea

ESK 2020 Annual Fall Conference

Oct. 28th - Oct. 30th 2020

Jeju Island, Korea

Automotive UI 2020

Sep. 21st - Sep. 22nd 2020

Virtual Conference

KSAE 2020 Annual Spring Conference

Jul. 1st - Jul. 3rd 2020

Samcheok, Korea

Awards & Scholarships

Excellence Award (3rd), Competition of Creating Intellectual Property Rights Based on Paper

Jul. 27th, 2022

Seoul, Korea

Golden Award (2nd), BK21 Program Poster Contest

Feb. 23rd, 2022

Seoul, Korea

Graduation Award (Graduated 1st, Kookmin University)

Feb. 17th, 2021

Seoul, Korea

Skills

Miscellaneousness

Additional education

- 'Ergonomics', 2022, Kettering University (virtual, got A+)
- 'MIT Sloan + CSAIL Machine Learning in Business Program', Oct - Dec 2021, MIT (virtual)
- 'Drone Programming', Jul. 2021, Kookmin University (virtual)
- 'Study Abroad' (ESL program), 2021, Kettering University (virtual)


Extra Activities

- Auto UI Committee member (Local Chair)
- Manuscript Editing (helped for lab member)
- Mentor/Tutor many times

Get in Touch