一种识别共享单车潮汐点的时空模型和基于KNN-LightGBM的租还需求预测方法

柯日宏, 吴升, 柯玮文

A Spatial-temporal Model for Identifying Tidal Shared-bicycle Stops and Bicycle Sharing Demand Prediction based on KNN-LightGBM

KE Rihong, WU Sheng, KE Weiwen

表5 电子围栏各时间段的净流量

Tab. 5 Net flow of electronic fence in each time period

电子围栏ID 2020-12-21 6:00:00—7:00:00 2020-12-21 7:00:00—8:00:00 ... 2020-12-25 9:00:00—10:00:00 双浦0_R_A20001 6 -2 ... -2 枋湖北二路0_L_A21001 5 -1 ... -1 ... ... ... ... ... 云顶中路0_L_A03003 8 1 ... -2