Taxi taking position recommending system and method based on multiple dimensions

Abstract

The invention discloses a taxi taking position recommending system and method based on multiple dimensions. The system comprises a taxi historical GPS data screening and importing module, a MySQL database module, a taxi taking position recommending client based on an Android platform, a data mining algorithm training database table module, a cache refreshing module, a server and client connecting module and a background management system. With the taxi taking position recommending method based on multiple dimensions, empty taxi probability information about dimensions including the time dimension, the space dimension, customer grading reference and the like at a taxi taking intersection can be effectively learned about, the empty taxi probability tends to be accurate by integrating all the dimensions, and the success rate of taxi taking of customers is greatly increased.

Description

technical field [0001] The present invention relates to the field of data mining, in particular to a multi-dimensional car-hailing location recommendation system and its recommendation method based on three dimensions of time, space and customer scoring, and the dimensions can be increased, supplemented by data mining algorithm training database tables . Background technique [0002] In life, the user may be in an unfamiliar place and wants to take a taxi but cannot find a taxi nearby; or the user may be in a place where many people compete for a taxi. Not far from this place, the situation of empty taxis and no patrons occurs again, and the above-mentioned situation often occurs. [0003] Traditional taxi-hailing software, such as "Didi Taxi", "Easy Taxi", etc., is based on real-time communication, that is, to find a taxi by calling, or leave the user's phone number for the taxi driver to come to the door. The disadvantages of this type of mobile software The user may hav...

AI Technical Summary

Problems solved by technology

[0003] Traditional taxi-hailing software, such as "Didi Taxi", "Easy Taxi", etc., is based on real-time communication, that is, to find a taxi by calling, or leave the user's phone number for the taxi driver to come to the door. The disadvantages of this type of mobile software The user may have left his phone number, but the taxi driver has not come to the door for a long time. This may be that the taxi driver saw another user who wanted to take a taxi on the way, or the taxi driver thought the journey was too far. willing to go

In addition, taxi-hailing software such as "Easy Taxi" has added a reservation function to the traditional functions, and most people take taxis impromptu and rarely make reservations. Therefore, the reservation function cannot open up a new way of taxi-hailing for the traditional taxi-hailing software industry. Habit

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