Travel mode recommendation method, device, computer equipment and readable storage medium

Abstract

The invention provides a travel mode recommendation method and device, a computer device and a readable storage medium, and the method comprises the steps: obtaining a starting point and an ending point selected by a travel user; determining a starting point representation vector of the starting point and a terminal point representation vector of the terminal point according to the POI distribution information of the starting point and the POI distribution information of the terminal point; inputting the starting point characterization vector and the end point characterization vector into a trained model to obtain starting point and end point vector characterization corresponding to the starting point and the end point, the starting point and end point characterization vector being used for indicating the travel preference of the corresponding starting point and end point; and obtaining the similarity between the starting and ending point vector representation and vector representations of multiple preset travel modes, and determining a target travel mode from the multiple preset travel modes according to the similarity. According to the method, the travel mode preference of the travel user can be predicted based on the interest point distribution conditions of the starting point and the ending point, and the travel mode recommendation accuracy is improved.

Description

technical field [0001] The present application relates to the technical field of the Internet, and in particular to a travel mode recommendation method, device, computer equipment and readable storage medium. Background technique [0002] With the continuous development of Internet technology and the popularization of terminal equipment, when a user travels, he can use the search application (Application, APP for short) and map APP in the terminal equipment to input the start and end points of the trip, and then the above APP can recommend The user's preferred mode of transportation, such as walking, public transportation, driving, etc. [0003] In the prior art, the user's travel preference is usually predicted and recommended based on the user's historical travel information. However, this recommendation method is inaccurate. In the case of too little historical travel information, the accuracy of the prediction results is low. Contents of the invention [0004] This a...

AI Technical Summary

Problems solved by technology

[0004] This application proposes a travel mode recommendation method, device, computer equipment, and readable storage medium to realize the distribution of points of interest based on the starting point and the end point, predict the travel mode preference of the travel user, and improve the accuracy of travel mode recommendation, thereby Solve the problem in the prior art that the user's travel mode preference is predicted based on the user's historical travel information, resulting in inaccurate prediction results when there is too little historical travel information

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