Anomaly Event Detection using Bus Management Information -Case Study of Anomaly Operation Status Detection and Its Application

• Item type: SIG Technical Reports(1)
• 公開日: 2019-11-13
• タイトル: Anomaly Event Detection using Bus Management Information -Case Study of Anomaly Operation Status Detection and Its Application
• タイトル / 言語: en
• タイトル: Anomaly Event Detection using Bus Management Information -Case Study of Anomaly Operation Status Detection and Its Application
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: WiP
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Graduate School of Engineering, Nagoya University
• 著者所属: Graduate School of Engineering, Nagoya University／Institute of Innovation for Future Society, Nagoya University
• 著者所属: Graduate School of Engineering, Nagoya University／Institute of Innovation for Future Society, Nagoya University
• 著者所属: Graduate School of Engineering, Nagoya University／Institute of Innovation for Future Society, Nagoya University／Location Information Service Research Agency
• 著者所属(英): en
• 著者所属(英): Graduate School of Engineering, Nagoya University
• 著者所属(英): en
• 著者所属(英): Graduate School of Engineering, Nagoya University / Institute of Innovation for Future Society, Nagoya University
• 著者所属(英): en
• 著者所属(英): Graduate School of Engineering, Nagoya University / Institute of Innovation for Future Society, Nagoya University
• 著者所属(英): en
• 著者所属(英): Graduate School of Engineering, Nagoya University / Institute of Innovation for Future Society, Nagoya University / Location Information Service Research Agency
• 著者名: Wei, Sun; Kei, Hiroi; Takuro, Yonezawa; Nobuo, Kawaguchi
• 著者名(英): Wei, Sun; Kei, Hiroi; Takuro, Yonezawa; Nobuo, Kawaguchi
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: At present, the anomaly detection based on GPS data of buses has become a hot spot in the field of intelligent transportation. The goal of anomaly detection aims to automatically detect the abnormal situation of the city, which is also a key step to develop the intelligence of traffic system. This research aims to propose the anomaly detection at three aspects: the definition, the method, and the practical use of the detection results. In this paper, we focus on the abnormality of traffic situations, which leads to anomaly operation status (bus bunching), caused by mutation of the number of the passenger or the traffic accident. We propose a method for detecting bus bunching. We define a situation that satisfy the three conditions as bus bunching. The analysis result shows that the data of April 2017 of the city Okazaki occurred 49 times and occurred at Kouseicho stop and Daijuji stop at 6p.m frequently. After analyzing the data of the bus bunching, we plan to develop a module to predict the bus bunching.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: At present, the anomaly detection based on GPS data of buses has become a hot spot in the field of intelligent transportation. The goal of anomaly detection aims to automatically detect the abnormal situation of the city, which is also a key step to develop the intelligence of traffic system. This research aims to propose the anomaly detection at three aspects: the definition, the method, and the practical use of the detection results. In this paper, we focus on the abnormality of traffic situations, which leads to anomaly operation status (bus bunching), caused by mutation of the number of the passenger or the traffic accident. We propose a method for detecting bus bunching. We define a situation that satisfy the three conditions as bus bunching. The analysis result shows that the data of April 2017 of the city Okazaki occurred 49 times and occurred at Kouseicho stop and Daijuji stop at 6p.m frequently. After analyzing the data of the bus bunching, we plan to develop a module to predict the bus bunching.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11851388
• 書誌情報: 研究報告モバイルコンピューティングとパーベイシブシステム（MBL）; 巻 2019-MBL-93, 号 5, p. 1-5, 発行日 2019-11-13
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8817
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会