The invention provides a method and system for predicting common passengers in a bus based on mobile phone signaling, and the method comprises the steps: firstly obtaining the bus travel data of a user in a city range based on the mobile phone signaling data, and determining the corresponding mobile phone user and the getting-on and getting-off station information of the mobile phone user; analyzing common passenger data of the bus on the basis, and establishing a table and storing the table in a warehouse; then, on the basis of the obtained common passengers of the bus, obtaining the common passenger proportion data of each line in multiple statistical time periods, so that the number of the common passengers in the same time period of different dates and the number of the common passengers in different time periods on the same bus line can be extracted and obtained, and the influence dates and time period ranges (K1 and K2) are obtained; and finally, predicting the bus trip passengers in the future time according to the influence date and the time period range.
本发明提供一种基于手机信令的公交常乘客预测方法与系统,首先基于手机信令数据获取城市范围内的用户公交出行数据,从而确定对应手机用户以及其上下车站点信息;在此基础上分析出公交常乘客数据,建表入库;然后在获得的公交常乘客的基础上,获取每条线路多个统计时段常乘客占比数据,从而可以提取和获得同一个公交线路上的不同日期相同时段的常乘客数量以及不同时段常乘客数量,从而获得影响日期和时段范围(K1和K2),最后可根据影响日期和时段范围预测未来时间的公交出行常乘客。
Method and system for predicting common passengers in bus based on mobile phone signaling
基于手机信令的公交常乘客预测方法与系统
2021-04-02
Patent
Elektronische Ressource
Chinesisch
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