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	Detecting Illegal Pickups of Intercity Buses from Their GPS Traces
	Ling Yin; Jinxing Hu; Lian Huang; Fan Zhang; Peng Ren
	2014
会议名称	2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014
英文摘要	In some regions, especially in developing countries such as China and India, intercity bus drivers would like to pick up passengers outside the scheduled bus stations and pocket the bus fares. Such illegal pickups bring large safety risks. The alert functions offered by the current vehicle tracking systems barely can catch this illegal act, and few studies of detecting driving anomaly from GPS data focus on it either. This study hereby presents an initial effort to fill the gap. We propose an approach to automatically detecting suspicious pickup locations from intercity bus GPStraces, and implement the approach in a geographical information system. A case study demonstrates the effectiveness of the system with its high accuracy of detecting illegal pickup locations, and its functionality to help traffic police to understand illegal pickup behavior and plan a site investigation.
收录类别	EI
语种	英语
内容类型	会议论文
源URL	[http://ir.siat.ac.cn:8080/handle/172644/6065]
专题	深圳先进技术研究院_数字所
作者单位	2014
推荐引用方式 GB/T 7714	Ling Yin,Jinxing Hu,Lian Huang,et al. Detecting Illegal Pickups of Intercity Buses from Their GPS Traces[C]. 见:2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014.

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