Presentation | 2022-03-12 Analysis of Traffic Accident Factors Using Geospatial Data Keisuke Ando, Yusuke Kuniyoshi, Kazuhiko Shimizu, Nobuhiro Ito, Kazunori Iwata, Takeshi Uchitane, Naoto Mukai, Yong Jiang, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Aichi Prefecture has one of the most traffic accidents in Japanese prefectures. In this study, we found the significant factors of traffic accidents by analyzing the past traffic accident data provided by Aichi Prefectural Police. Previous studies have suggested that geospatial analysis effectively examines traffic accident countermeasures. Therefore, we focused on the spatial characteristics of the locations where accidents occurred. The outcome showed a pattern that head-on collisions concentrate at a single point of a strongly curved road. In other results, we extracted regions with similar trends in the characteristics of traffic accidents and found several areas with specific tendencies. Furthermore, we estimated the traffic volume in each location and obtained results suggesting a relationship between accidents during vehicle start-up and traffic congestion. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | road safety / geospatial analysis / traffic accident analysis |
Paper # | AI2021-29 |
Date of Issue | 2022-03-05 (AI) |
Conference Information | |
Committee | AI / JSAI-SAI / JSAI-KBS / JSAI-DOCMAS / IPSJ-ICS |
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Conference Date | 2022/3/12(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | WSSIT2022 |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Social System and Information Technology |
Chair | Yuichi Sei(Univ. of Electro-Comm.) |
Vice Chair | Yuko Sakurai(AIST) / Tadachika Ozono(Nagoya Inst. of Tech.) |
Secretary | Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) / Tadachika Ozono(Toho Univ.) |
Assistant | Kazutaka Matsuzaki(Chuo Univ.) |
Paper Information | |
Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing / Special Interest Group on Society and Artificial Intelligence / Special Interest Group on Knowledge-Based Systems / Special Interest Group on Data Oriented Constructive Mining and Simulation / Special Interest Group on Intelligence and Complex Systems |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Analysis of Traffic Accident Factors Using Geospatial Data |
Sub Title (in English) | |
Keyword(1) | road safety |
Keyword(2) | geospatial analysis |
Keyword(3) | traffic accident analysis |
1st Author's Name | Keisuke Ando |
1st Author's Affiliation | Aichi Institute of Technology(AIT) |
2nd Author's Name | Yusuke Kuniyoshi |
2nd Author's Affiliation | Aichi Institute of Technology(AIT) |
3rd Author's Name | Kazuhiko Shimizu |
3rd Author's Affiliation | Aichi Institute of Technology(AIT) |
4th Author's Name | Nobuhiro Ito |
4th Author's Affiliation | Aichi Institute of Technology(AIT) |
5th Author's Name | Kazunori Iwata |
5th Author's Affiliation | Aichi University(AU) |
6th Author's Name | Takeshi Uchitane |
6th Author's Affiliation | Aichi Institute of Technology(AIT) |
7th Author's Name | Naoto Mukai |
7th Author's Affiliation | Sugiyama Jogakuen University(SJU) |
8th Author's Name | Yong Jiang |
8th Author's Affiliation | Aichi University(AU) |
Date | 2022-03-12 |
Paper # | AI2021-29 |
Volume (vol) | vol.121 |
Number (no) | AI-439 |
Page | pp.pp.19-24(AI), |
#Pages | 6 |
Date of Issue | 2022-03-05 (AI) |