Minimal Geolife dataset
收藏DataCite Commons2025-06-01 更新2024-08-19 收录
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https://figshare.com/articles/dataset/Minimal_Geolife_dataset/26197340/1
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This GPS trajectory dataset was collected in (Microsoft Research Asia) Geolife project by 182 users in a period of over five years (from April 2007 to August 2012). A GPS trajectory of this dataset is represented by a sequence of time-stamped points, each of which contains the information of latitude, longitude and altitude. This dataset contains 17,621 trajectories with a total distance of 1,292,951kilometers and a total duration of 50,176 hours. These trajectories were recorded by different GPS loggers and GPS-phones, and have a variety of sampling rates. 91.5 percent of the trajectories are logged in a dense representation, e.g. every 1~5seconds or every 5~10 meters per point.This project uploads part of the Geolife dataset. Papers using this data include the following:[1] Yu Zheng, Lizhu Zhang, Xing Xie. Mining interesting locations and travel sequences from GPS trajectories. In Proceedings of International conference on World Wild Web (2009), Madrid Spain. ACM Press: 791-800[2] Yu Zheng, Quannan Li, Yukun Chen, Xing Xie. Understanding Mobility Based on GPS Data. In Proceedings of ACM conference on Ubiquitous Computing (UbiComp 2008), Seoul, Korea. ACM Press: 2008:312-321.[3] Yu Zheng, Xing Xie, Wei Ying Ma, GeoLife: A Collaborative Social Networking Service among User, location and trajectory. Invited paper, in IEEE Data Engineering Bulletin. 2010,2(33): 32-40.<br><br>
提供机构:
figshare
创建时间:
2024-07-07



