Group identification method based on personnel behavior rule and data mining method
A technology of data mining and identification methods, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve problems such as huge and complex data
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[0062] The present invention will be explained and illustrated below in conjunction with related drawings:
[0063] The data set used in the present invention is Microsoft's open source project Geolife. In this project, GPS track data (2007.4-2012.8) of 182 volunteers was collected during five years. This data set contains 17,621 trajectories, with a total mileage of 1,292,951 kilometers and a total duration of 50,176 hours. Each trajectory contains a timestamp, latitude and longitude and altitude. These trajectories are collected by different GPS sampling devices, and 91.5% of the samples are dense, with one point every 5 seconds or every 5-10 meters. The data set records a wide range of outdoor activities of people, including not only living habits such as going home and going to work, but also some entertainment and sports activities such as shopping, sightseeing, dining, hiking and cycling. Although this data set is widely distributed in more than 30 cities in China, even i...
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