Proceedings of the Conference of Japan Society of Traffic Engineers

Proceedings of the Conference of Japan Society of Traffic Engineers

Online ISSN : 2758-3635

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The 43rd Conference of Japan Society of Traffic Engineers

A Study on Factorial Analysis of Fatal Accident Risk

Yu SUZUKI, Yuka OSAWA, Hideki KATO, Sintaro TERABE, Hideki YAGINUMA, H ...

Pages 1-6
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_1

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Estimating the Effects of Traffic Safety Hazard Prediction Training on Traffic Behavior Change

Hironobu HASEGAWA, Makoto KASAI

Pages 7-10
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_7

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Characteristic Analysis of Bicycle Accidents Focusing on Accidents on Road Sections

Aya KOJIMA

Pages 11-18
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_11

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Analysis of High School Students' Cycling Behavior Change through Road Safety Workshops with Exploratory Learning by Naturalistic Cycling Data

Fumiya ISHIGAMORI, Nagahiro YOSHIDA

Pages 19-25
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_19

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Study on Riding Safety Support System for Children Riding Bicycle based on Parents' Perception

Aya KOJIMA, Mikita NAGAYAMA, Tetsuya MANABE

Pages 27-31
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_27

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Effects of Group School Commuting of Elementary School Students on Their Traffic Safety

Kojiro MATSUO, Kosuke MIYAZAKI, Nao SUGIKI

Pages 33-40
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_33

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A Study on the Influence of Road Construction Order on Road Structure and Traffic Accident Occurrence at Intersections

Keiichi OGAWA, Marie MIZOGUCHI

Pages 41-47
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_41

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Practical Method for Extracting and Classifying Accident-Frequent Intersections Including Municipal Roads for Outline Study of Traffic Accident Countermeasures

Katsumi UESAKA, Toshio YAMAMOTO, Koichi MINOSAKU, Toshihiro NOJIRI

Pages 49-54
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_49

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Comparison of Accident Black Spot Identification Processes

Kenji HAGITA, Munehiro ARAI, Kenji MORI, Makoto KIHIRA, Nobuhiro YANO

Pages 55-61
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_55

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Comparison of traffic accidents inside Zone 30 in Chiba Prefecture before and after the introduction of the regulation

Munehiro ARAI, Kenji HAGITA, Kenji MORI, Nobuhiro YANO, Makoto KIHIRA

Pages 63-67
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_63

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An analysis of road structure and traffic regulations at intersections with frequent accidents on residential roads

Daisuke SUNAGA, Noboru HARATA, Kotaro SEKI

Pages 69-76
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_69

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Characteristics of Collision Accident at Unsignalized Intersections in Aichi Prefecture

Koichi MURAKAMI, Keiichi HIGUCHI, Yasuhiro MIMURA, Katsumi NAKANO, Mak ...

Pages 77-80
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_77

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Traffic Accident Risk Estimation and Accuracy Verification on the Nagoya Expressway No.3 Odaka Line up

Towa KITAGAWA, Toshiyuki NAKAMURA, Tomio MIWA, Takayuki MORIKAWA

Pages 81-88
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_81

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Exploring Contributing Factors to Accident Severity Based on Random Forest Approach

Xingwei LIU, Jian XING, Fumihiro ITOSHIMA, Kuniaki SASAKI

Pages 89-95
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_89

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Traffic accidents have grave implicationsin terms of human life and property. Efficient traffic management requires a profound comprehension of the underlying causes of accidents and the ability to predict their severity partially. In this study, we investigated the factors contributing to accident severity by utilizing accident data collected from the Gotenba to Tokyo section of the Tomei Expressway in Japan during 2019. We employed a random forest model on the cleansed dataset to predict traffic accident severity, encompassing a total of 701 cases. Additionally, a grid search was conducted to identify the optimal hyperparameters for this random forest model. To gain the independent performance and impact of each factor on traffic accident severity, we employed SHAP (SHapley Additive exPlanations) to show the visualization results. This effective tool facilitated the identification of high-risk routes and individuals. Notably, our analysis revealed that accidents occurring at the end of congestion were more prone to severity. These compelling findings provide valuable insights for the development of strategies aimed at enhancing expressway management.

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Factors Affecting the Yielding Behavior at Unsignalized Crosswalks

Yasuhide NISHIHORI, Masaki KISHIOKA, Hiroki YOKOYAMA, Masae KOJIMA, Hi ...

Pages 97-102
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_97

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The Relationship between the Effective Field of View and Driving Behavior in Elderly Individuals

Jinyoung KIM, Takehiko DAITO, Kazumi RENGE

Pages 103-109
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_103

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Multidimensional Evaluation of Brake-switching Reaction in Basic Road Driving Simulation

-Focusing on the Visual Performance, Brain Activity, and Physical Ability-

Keiichi HIGUCHI, Yasuhiro MIMURA, Makoto ITO, Misako YAMAGISHI, Ryo IT ...

Pages 111-114
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_111

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Analysis of Required Recognition Distance for Right-Turn /Straight-Ahead Accidents Countermeasures

Shoji OHCHIKA, Yoshimi KASAHARA, Tsutomu MATSUDO, Hidekatsu HAMAOKA, T ...

Pages 115-121
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_115

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An experimental study on enhancing landscape and road safety of Roundabout

Satoka MASUZAWA, Midori ENOMOTO, Hirofumi FUKUSHIMA

Pages 123-129
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_123

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Effect of road surface pictograms on vehicle speed suppression

Katsuhiro IIDA, Daiki Ishihara

Pages 131-136
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_131

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A Study on Choice Factors of Place of Bicycle Traffic Using VR

Yoshiaki SHIMADA, Yudai ISHIKAWA, Yasuhiro MIMURA, Shiro TSUBOI

Pages 137-142
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_137

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Verification of the effectiveness of new accident countermeasures in wire rope-installed sections

Hikari ONO, Yuji KAKIMOTO, Tsutomu MATSUDO, Hidekatsu HAMAOKA

Pages 143-147
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_143

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Planning and construction of road surface seals specializing in measures against motorized entry into expressways

Wataru YAMAMOTO, Takeshi DOBASHI

Pages 149-152
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_149

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A study on evaluating the publicly recruited countermeasures against wrong-way driving on expressways

Hiroaki SAKAMOTO, Fumihiro ITOSHIMA, Jian XING, Hidenori GOTO, Masahir ...

Pages 153-158
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_153

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Introduction Consideration by Lane Keep Green line on urban Expressway

Hiroki ITO, Nobuhisa MAKINO, Hiroki OGAWA, Rie NOZUKI, Motoyoshi OHASH ...

Pages 159-165
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_159

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Effects of Drivers Behavior and Local Information Provided by LED Information Board

Satoshi MASUDA, Yutaro SUZUKI, Takeshi AKIYAMA, Takeru MATUSZAKI

Pages 167-170
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_167

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Congestion countermeasures in face-to-face traffic regulation such as renewal construction

Yutaka EBARA, Mikihisa ONDA, Kai MITSUZUMI

Pages 171-174
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_171

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Verification of the Sustained Effectiveness of Congestion Measures by Changing Road Markings on Inter-urban Expressway

Keita OSANAI, Hiromichi KATO, Hiromasa ISHIGAKI, Hirokazu KIYOMIYA, Yu ...

Pages 175-182
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_175

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Analysis of the influence of the guide line to the give-way lane on the vehicle behavior in the give-way lane section

Yuji KAKIMOTO, Hikari ONO, Tsutomu MATSUDO, Hidekatsu HAMAOKA

Pages 183-187
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_183

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Analysis of the Lasting Effect of Audible Speed Recovery Information Provision on Traffic Performance Improvement

Keigo KANESAKI, Kentaro WADA, Tadashi NISHIDA, Shoichi HIRAI, Hiroaki ...

Pages 189-195
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_189

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Analysis on the Impact of Autonomous Vehicle Mixture on Smoothness of Traffic Flow in Parking Lot Entrance

Yu KATO, Satoru KOBAYAKAWA, Yuya TABEI

Pages 197-203
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_197

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Investigation of an Ideal Bus Stop Structure in an Automated Society Using a Micro Traffic Simulator

Taiki KATO, Takuya MARUYAMA

Pages 205-211
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_205

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Analysis of Adaptive Cruise Control (ACC) Usage on Interurban Expressways

Takashi ISHIDA, Takashi OGUCHI, Jian XING, Fumihiro ITOSHIMA, Takahiro ...

Pages 213-220
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_213

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A Basic Field Operational Test for Investigating Relationship between Faint Level of Lane Markings and Operation Status of Lane Keep Assist System

Toshimasa NAKAGAWA, Shinji ITSUBO, Masaaki ISHIHARA, Teruaki HANAMORI, ...

Pages 221-224
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_221

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Experiment to Confirm the Reactions of the Advanced Driving Support Systems to Traffic Regulating Equipments for Work Zone of Expressway

Takashi YAMAMOTO, Nobuyuki NAKAJIMA, Takashi YOSHIKAWA

Pages 225-229
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_225

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Comparison of ADAS Operating Conditions to Examine the Provision of Information at the Beginning of Work Zone of Expressway

Katsuhiro IIDA, Tsuyoki WADA, Keishi MARUHASHI

Pages 231-237
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_231

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Research on the effect of bicycles traveling on the road on the driving behavior of automobiles

-Analysis by actual bicycle driving experiment on a four-lane road-

Takashi NAITO, Hiroshi TATSUMI, Yuya TABEI, Syuji YOSHIKI

Pages 239-245
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_239

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Analysis of Selective Conflicts between Multiple Bicycles and Left-Turning Vehicle at Signalized Intersections by using Video Tracking Data

Koya GOSHONA, Nagahiro YOSHIDA

Pages 247-250
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_247

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Effect of signal head distance on bicycle stopping behavior by cycling simulator experiments

Shuichi MATSUMOTO, Ayane WAKAMEDA, Nana TAGUCHI, Ryoichi EBISAWA, Naga ...

Pages 251-256
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_251

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Study of bicycle riding behavior on slopes

Yuya TABEI, Hiroshi TATSUMI, Syuji YOSHIKI

Pages 257-260
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_257

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Analysis of avoidance behavior characteristics by subject attributes for oncoming E-scooter

Hinayo MIYAZAKI, Kazufumi SUZUKI, Koji SUZUKI

Pages 261-265
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_261

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Study on the Influence of Motorized Kickboard on Vehicle Driving Behavior

Syuji YOSHIKI, Hiroshi TATSUMI, Yuya TABEI, Ryosuke TANAKA, Shiori ICH ...

Pages 267-274
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_267

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The Actual Situation and Challenges of E-scooter Sharing in Tokyo Metropolitan Area

-Focusing on Experience of use and Risk-taking Measures-

Keiichi HIZAKI, Ayako TANIGUCHI, Rie GOTO

Pages 275-281
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_275

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Evaluation of E-scooter sharing before the amendment to a law:

Interview surveys with persons in charge of government and related organizations

Rie GOTO, Ayako TANIGUCHI, Keiichi HIZAKI

Pages 283-290
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_283

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Basic Study on the Regional Characteristics of Bicycle Sharing and Rental Bicycle

Xiaoteng LI, Masaharu OOSAWA

Pages 291-295
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_291

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A Study on Data Collection Methods Using AI Image Analysis System on the Community Roads

Yuki OKAMOTO, Satoru KOBAYAKAWA, Hiroaki SUGAWARA, Yoshikazu KIKUCHI

Pages 297-304
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_297

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Evaluation of proactive countermeasures for traffic accidents using cloud cameras and AI image measurement on a toll road

Akihiko ISENO, Ryohei HONMA, Aoto MIMURO, Kojiro MATSUO

Pages 305-310
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_305

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Successive Observations of Trajectories of Vehicles with Image Data by Plural Cameras and with GPS Positioning Data

Hirokazu AKAHANE, Itsuki KATORI, Junya UEHATA, Hiroyuki OMIYA, Yasuhir ...

Pages 311-318
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_311

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Basic Study on a Method for Determining Vehicle Type Using Recognition Results of Vehicle License Plate Classification Numbers

Ryuichi IMAI, Daisuke KAMIYA, Yuhei YAMAMOTO, Masaya NAKAHARA, Wenyuan ...

Pages 319-323
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_319

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Developing updating method of origin-destination matrix at building level utilizing pedestrian flow data by network cameras

Junya YAMANAKA, Toshiyuki YAMAMOTO, Eisuke KOBAYASHI, Kazunori BAN

Pages 325-330
Published: 2023
Released on J-STAGE: October 23, 2023

DOIhttps://doi.org/10.14954/jsteproceeding.43.0_325

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