基于门控循环单元的多因素感知短期游客人数预测模型

王敬昌,陈岭,余珊珊,蒋晨书,吴勇

Multi-factor perceived short-term tourist number prediction model based on gated recurrent unit

Jing-chang WANG,Ling CHEN,Shan-shan YU,Chen-shu JIANG,Yong WU

表 6 不同短期游客人数预测模型的预测效果对比

Tab.6 Comparison of prediction effects by different short-term tourist number prediction models

模型 RMSE MAPE SVR-multi 272.63 147.19 GRU-multi 268.76 141.16 CNNGRU-multi 250.49 139.02 MFPPM-only 225.05 130.67 MFPPM 190.98 121.08