A travel route recommendation method based on mixed traffic modes

Abstract

The invention discloses a travel route recommendation method based on a mixed traffic mode. First, according to the historical travel data of taxis and shared bicycle systems, the time and station state prediction model is obtained through offline training, and then for the online request of the user, according to the user's walking willingness Construct a mixed traffic mode network with the willingness to ride a bicycle, and design a travel time comparison algorithm at the same time, combine the prediction model trained before in the mixed traffic mode network, get the fastest route recommended to the user and the corresponding traffic mode, and finally according to the itinerary-based Evaluation criteria for time-experienced risk estimate the reliability of recommended routes. Compared with the existing methods, the present invention can alleviate the adverse impact of traffic congestion encountered by passengers at the starting point or destination on the travel time, recommend the fastest moving route and corresponding transportation mode for the user, and give At the same time as the recommendation result, the credibility evaluation of the recommended route is given.

Description

technical field [0001] The invention belongs to the technical field of travel route planning, and in particular relates to the design of a travel route recommendation method based on mixed traffic modes. Background technique [0002] In recent years, the development and popularization of GPS positioning systems have made it possible to plan travel routes for users in real time. It is undeniable that travel route recommendation has become an indispensable part of people's daily travel. Travel route recommendation is a very important and challenging problem for users to travel, especially when urban traffic enters the peak hours of commuting and commuting traffic. If the travel time between road segments can be known in advance, traffic congestion can be better avoided Road sections, in order to achieve the effect of reducing travel time and relieving urban traffic pressure. [0003] Due to the ability to meet users’ travel needs on demand and the popularity of online booking...

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to solve the problem that the existing taxi-based travel route recommendation technology does not consider the traffic congestion encountered at the beginning or end of the trip, the recommendation result is not accurate, and the reliability of the recommendation is not given. A travel route recommendation method based on mixed traffic modes. Based on the user's current geographic location and time information, it recommends the travel route and the corresponding transportation mode that best meet the user's wishes, and gives the recommendation credibility evaluation

Images