Parking recommendation method and application thereof

A recommendation method and parking lot technology, applied in the parking recommendation method and its application field, can solve the problems of disordered parking, many illegal parking, lack of utilization of forecast data, etc., and achieve the effect of improving the accuracy rate

Pending Publication Date: 2022-03-22
CITY CLOUD TECH HANGZHOU CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, at present, urban smart parking is still in the stage of exploration and development. At this stage, cities only use parking garages for data access. Urban parking operation companies are paying more and more attention to data. How to effectively use massive parking data and tap the value of data , Solving the current situation of difficult parking, disorderly parking, and many illegal parking is their most concerned issue
On the one hand, with the development of city-level parking, citizens’ needs for planned travel are becoming increasingly clear, and real-time recommendations cannot meet users’ needs. For example, when making parking recommendations in the past, they can only be defined at the current time and cannot meet future plans. For travel scenarios, we can only start with the real-time data of the remaining berths in the current yard, and lack the use of forecast data. Therefore, it is necessary to combine the characteristics of planned travel, including travel time, destination, personal parking habits, driving distance, etc. Another On the one hand, a more reasonable and objective method is needed to effectively recommend suitable parking lots and alleviate parking difficulties

Method used

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  • Parking recommendation method and application thereof
  • Parking recommendation method and application thereof
  • Parking recommendation method and application thereof

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0042] The present invention aims to propose a parking recommendation method and its application that can effectively combine the characteristics of the user's planned travel and the characteristics of each alternative parking garage, and can recommend to the user a suitable alternative parking garage more reasonably and objectively. .

[0043] like figure 1 As shown, the recommended parking method has the following steps:

[0044] S00. Obtain the user's destination, travel plan information, and user preference; wherein, the user preference is obtained by obtaining user research results and user behavior data, based on user research results and user behavior data analysis;

[0045] According to the multiple preference factors of the user survey results, the preference weight vector is generated, and the preference weight vector is constructed into a pairwise comparison matrix by using the analytic hierarchy process, and the pairwise comparison matrix or preference weight vect...

Embodiment 2

[0064] like figure 2 As shown, as another specific embodiment of the present invention, the figure 2 The simplified process steps of the method of the present invention are shown in , and the specific steps are as follows. The following steps of the parking recommendation method are as follows:

[0065] S000. Obtain the access data, historical parking data, remaining berth data and historical road congestion data of all alternative parking garages at the city level, where the remaining berth data includes the remaining berth data and historical berths of the current alternative parking garages Data; the purpose of this step is to obtain the required data first, instead of obtaining it when the user requests it, and just call it directly when the user requests it, which greatly shortens the waiting time of the user during use and improves the user experience.

[0066] Among them, the access data of the yard census includes: yard type (supporting building / public / road), parkin...

Embodiment 3

[0137] The planned travel parking recommendation device includes the following modules:

[0138] The data acquisition module is used for the user's destination, travel plan information and user preferences;

[0139] The research module is used to use the analytic hierarchy process to conduct research on users and record the research results;

[0140] Calculation module, to determine at least one alternative parking garage within the range of the destination setting; determine the estimated arrival time of the user at each alternative parking garage based on the historical road congestion data and travel plan information of each alternative parking garage Time; filter out target parking garages located in the user’s ideal walking time interval based on the estimated arrival time, and calculate the walking distance between the target parking garage and the destination; based on the historical remaining berths and historical parking of each target parking garage data to determin...

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Abstract

The invention relates to a parking recommendation method and application thereof. The scheme comprises the following steps: acquiring a destination of a user, travel plan information and user preference; determining at least one alternative parking lot library in a destination setting range according to the destination; determining the predicted arrival time of the user arriving at each alternative parking lot library; screening out a target parking garage in the ideal walking time interval of the user according to the predicted arrival time, and calculating the walking distance between the target parking garage and the destination; determining parking feasibility data of each target parking lot library; determining parking cost performance data of each target parking lot library; and sorting the target parking lot library based on user preferences in combination with the walking distance, the parking feasibility data, the parking cost performance data and the target parking lot library error tolerance data. According to the method, related parking lot libraries, user behaviors, historical congestion and the like in the parking field are fully developed and utilized, so that effective recommendation of parking lots for planned travel is met, and the situation of parking difficulty in hot areas is relieved.

Description

technical field [0001] The invention relates to the technical field of urban smart parking, in particular to a parking recommendation method and its application. Background technique [0002] Parking difficulties have long been a common problem in major cities. Therefore, the smart parking industry has become a good solution to improve the parking environment and meet the parking needs. Smart parking is an inevitable choice for local governments, enterprises and the public to achieve win-win results. It is also the only way to optimize the allocation of social resources, enhance the image of the city, promote industrial upgrading and promote the construction of an ecologically civilized city. It has a good development prospect. From the user's point of view, users will plan their travel time and destination before traveling, but they cannot know the parking spaces around the future destination, resulting in difficult and tired parking, especially around hospitals and busine...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9535G06F16/9537G06Q50/26
CPCG06F16/9535G06F16/9537G06Q50/26
Inventor 郁强叶俊宏董佳磊陶肖寅徐剑炯
Owner CITY CLOUD TECH HANGZHOU CO LTD
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