Identifying Potential Risk Factors for Autonomous Vehicles Using LLM Models: Focusing on a Convergent Approach to Interpreting Collision Reports and Driving Videos

Heesoo Kim, Minwook Kim, Soongbong Lee, Tai-jin Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.250-266

DOI:https://doi.org/10.12815/kits.2025.24.1.250 Download PDF Export Citation

Research on iGLAD Data-based Machine Learning Model to Predict Traffic Accident Injuries

Seunyoon Jung, Cheonho Kim, Hyungkyu Kim, Yongsoon Choi, Seryong Baek

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.1-12

DOI:https://doi.org/10.12815/kits.2024.23.6.1 Download PDF Export Citation

Analysis of the Factors Influencing the Severity of Automated Vehicle Traffic Accidents Based on Actual Accident Data

Giok Park, Yoseph Lee, Hyunmi Lee, Jeong-Ah Jang, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.63-80

DOI:https://doi.org/10.12815/kits.2024.23.6.63 Download PDF Export Citation

Characterization of Urban Road Vehicle Behavior Using Video Analysis

Jeong-won Gil, Jun-byung Chae, Jae-seong Hwang, Jae-kyung Kwon, Choul-ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.190-202

DOI:https://doi.org/10.12815/kits.2024.23.6.190 Download PDF Export Citation

Study on the Establishment of Tollgate Improvement Measures through Categorization of Expressway Tollgate Accidents and Network Clustering

Inyoung Kim,Hansol Jeong,Sangmin Park,Kwangseob Lee,Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.1-17

DOI:https://doi.org/10.12815/kits.2024.23.5.1 Download PDF Export Citation

A Study on Risk Factors and Analysis Methods for Identifying Hazardous Zones of Safety Accidents on Community Roads

Jeongjin Jang,Seyoung Ahn,Jaeduk Lee,Sangbeom Lee,Iljoon Chang

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.18-33

DOI:https://doi.org/10.12815/kits.2024.23.5.18 Download PDF Export Citation

Analysis of Safety Indicators by Pedestrian Accident Types in Urban Community Roads

Junghyun Lee,Seyoung Ahn,Jaeduk Lee,Chanwoo Roh,Iljoon Chang

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.34-46

DOI:https://doi.org/10.12815/kits.2024.23.5.34 Download PDF Export Citation

A Study on the Derivation of Risk Factors in Railway Site for the Improvement of Artificial Intelligence(AI)-Railway Safety System

Hoon Jung,Sanghoon Lee,Jangwook Kim,Sooyoung Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.234-247

DOI:https://doi.org/10.12815/kits.2024.23.5.234 Download PDF Export Citation

Development of Database-Based Pedestrian Accident Scenarios and Analysis of Accident Prevention Effects from V2X Application

Seryong Baek,Yoowon Kim,Taehyun Yoo,Cheonho Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.274-292

DOI:https://doi.org/10.12815/kits.2024.23.5.274 Download PDF Export Citation

Development of Autonomous Vehicle Evaluation Scenarios Based on Car-to-Bicycle, Car-to-Pedestrian, and Car-to-Animal Traffic Accidents

Jihun Kang,Woori Ko,Yejin Kim,Jungeun Yoon,Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.322-337

DOI:https://doi.org/10.12815/kits.2024.23.5.322 Download PDF Export Citation

Research on Vehicle Risk Field Model for Edge Infrastructure at Cooperative Driving

Jakyung Ko,Inchul Yang

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.5 pp.338-354

DOI:https://doi.org/10.12815/kits.2024.23.5.338 Download PDF Export Citation

Analysis-based Pedestrian Traffic Incident Analysis Based on Logistic Regression

Siwon Kim, Jeongwon Gil, Jaekyung Kwon, Jae seong Hwang, Choul ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.2 pp.15-31

DOI:https://doi.org/10.12815/kits.2024.23.2.15 Download PDF Export Citation

A Study on the Impact of AI Edge Computing Technology on Reducing Traffic Accidents at Non-signalized Intersections on Residential Road

Young-Gyu Jang, Gyeong-Seok Kim, Hye-Weon Kim, Won-Ho Cho

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.2 pp.79-88

DOI:https://doi.org/10.12815/kits.2024.23.2.79 Download PDF Export Citation

Analysis of Autonomous Vehicles Risk Cases for Developing Level 4+ Autonomous Driving Test Scenarios: Focusing on Perceptual Blind

Seung min Oh, Jae hee Choi, Ki tae Jang, Jin won Yoon

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.2 pp.173-188

DOI:https://doi.org/10.12815/kits.2024.23.2.173 Download PDF Export Citation

Development of Korea eCall System and Effects Analysis through Integrated Demonstration

Sangheon Kim, Youngsung Cho, Sunwoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.1 pp.61-81

DOI:https://doi.org/10.12815/kits.2024.23.1.61 Download PDF Export Citation

Vehicle Acceleration and Vehicle Spacing Calculation Method Used YOLO

Jeong-won Gil, Jae-seong Hwang, Jae-Kyung Kwon, Choul-ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.1 pp.82-96

DOI:https://doi.org/10.12815/kits.2024.23.1.82 Download PDF Export Citation

Effect Analysis of Public Data-Based Automatic Traffic Enforcement Camera Installation Using the Comparison Group Method

Yunseob Lee, Yohee Han, Youngchan Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.168-181

DOI:https://doi.org/10.12815/kits.2023.22.6.168 Download PDF Export Citation

Method of Multiple Scenario Transformation and Simulation Based Evaluation for Automated Vehicle Assessment

Donghyo Kang, Inyoung Kim, Seong-Woo Cho, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.230-245

DOI:https://doi.org/10.12815/kits.2023.22.6.230 Download PDF Export Citation

Traffic Accidents Scenarios Based on Autonomous Vehicle Functional Safety Systems

Heesoo Kim, Yongsik You, Hyorim Han, Min-je Cho, Tai-jin Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.264-283

DOI:https://doi.org/10.12815/kits.2023.22.6.264 Download PDF Export Citation

A Study on User Satisfaction Evaluation of Acceleration-Based Automated Driving Patterns

Sooncheon Hwang, Dongmin Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.284-298

DOI:https://doi.org/10.12815/kits.2023.22.6.284 Download PDF Export Citation