Taxi passenger-searching path recommendation method based on information entropy

A technology for route recommendation and taxis, which can be applied to road vehicle traffic control systems, instruments, traffic control systems, etc., and can solve problems such as high income

Inactive Publication Date: 2016-08-03
HUNAN UNIV OF SCI & TECH
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AI Technical Summary

Problems solved by technology

However, these studies mainly focus on the following aspects: first, the distance between the taxi’s current location and the recommended location should be as short as possible to save time and gasoline consumption; second, the taxi can pick up passengers at the recommended location third, the taxi picks up passengers at the recommended l

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  • Taxi passenger-searching path recommendation method based on information entropy
  • Taxi passenger-searching path recommendation method based on information entropy
  • Taxi passenger-searching path recommendation method based on information entropy

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Embodiment Construction

[0062] Such as figure 1 and figure 2 As shown, the steps of the taxi route recommendation method based on information entropy in this embodiment include:

[0063] 1) Mining taxi trajectories and extracting passenger point data from them;

[0064] 2) Excavate and extract passenger-finding points representing passenger gathering places from the extracted passenger-loading points;

[0065] 3) Measure the attribute values ​​of the factors that are used to select the location of the taxi in the process of searching for the taxi;

[0066] 4) During the operation of the taxi, obtain the current position of the taxi as the reference position;

[0067] 5) According to the reference position and the current time, obtain the customer-seeking points within the specified distance, and construct the customer-seeking point selection model, which includes the set of customer-seeking points that the taxi can reach in the next step starting from the reference position and the current time and

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Abstract

The invention discloses a taxi passenger-searching path recommendation method based on information entropy. The steps include: mining a taxi track, and extracting passenger carrying point data therefrom; mining and extracting passenger-searching points representing passenger gathering places from the passenger carrying points obtained by extraction; measuring attribute values of factors according to which a taxi selects a passenger searching position in a passenger searching process; according to the current position and current time of the taxi, obtaining passenger searching points in a designated range, and building a passenger searching point selection model which includes a set of passenger searching points where the taxi can arrive departing from the current position at the current time and a decision matrix; solving the passenger searching point selection model based on information entropy, and obtaining a designated number of passenger searching points with optimal synthesized attributes; and using the passenger searching point obtained at the previous time as a reference point, repeatedly building and solving the models for a designated number of times, and generating a passenger searching path according to an obtaining level of optimal passenger searching points and recommending the path. The taxi passenger-searching path recommendation method based on information entropy has the advantages of being capable of bring good benefits to a taxi driver and being high in recommendation accuracy.

Description

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Claims

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Application Information

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Owner HUNAN UNIV OF SCI & TECH
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