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Navigation guide point mining method, device, equipment and storage medium

A technology of guide points and candidate points, applied in the field of navigation, can solve the problems of accuracy and low efficiency of guide points, and achieve the effect of ensuring accuracy and timeliness

Active Publication Date: 2022-05-24
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the limitations of human prior knowledge, the accuracy and efficiency of the determined guide points are low

Method used

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  • Navigation guide point mining method, device, equipment and storage medium
  • Navigation guide point mining method, device, equipment and storage medium
  • Navigation guide point mining method, device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0027] figure 1 This is a flowchart of the navigation guide point mining method provided in Embodiment 1 of the present invention. This embodiment is applicable to situations where navigation guide points need to be mined, for example, in general navigation scenarios such as driving navigation and walking navigation. The method can be performed by a navigation guidance point excavation device, which can be implemented in software and / or hardware, and can be integrated on equipment, such as vehicle-mounted terminal equipment.

[0028] like figure 1 As shown, the navigation guidance point mining method specifically includes:

[0029] S101. Select candidate points of the target POI from the road network.

[0030] In the embodiment of the present invention, the candidate points of the target POI can be selected by analyzing the road network data of the target POI (Point of Interest, point of interest). Exemplarily, based on road network data analysis, first determine the type o...

Embodiment 2

[0041] figure 2 This is a flowchart of the method for mining navigation guidance points provided in Embodiment 2 of the present invention. On the basis of Embodiment 1, this Embodiment 2 further optimizes the operations of determining trajectory features and road network features. like figure 2 As shown, the method includes:

[0042] S201. Select candidate points of the target POI from the road network.

[0043] S202. Draw the historical trajectory data of the target POI on a target trajectory graph centered on the target POI.

[0044] Wherein, the size of the target trajectory map is a first value (unit is meters), exemplarily, the first value is 800×800 (the size of the target trajectory map is 800×800 square meters). It should be noted that each size value in this embodiment may be positively correlated with the size of the target POI, that is, if the size of the target POI is larger, the size value is larger; if the size of the target POI is smaller, the size value s...

Embodiment 3

[0061] image 3 This is a flow chart of the navigation guide point mining method provided by the third embodiment of the present invention. On the basis of the above embodiment, this embodiment adds the distance feature between the candidate point and the target POI when determining the guide point.

[0062] like image 3 As shown, the method includes:

[0063] S301. Select candidate points of the target POI from the road network.

[0064] S302. Determine the trajectory feature of the candidate point according to the historical trajectory data of the target POI.

[0065] S303. Determine the road network feature of the candidate point and the road network feature of the target POI.

[0066] S304. Determine the distance feature of the candidate point according to the position of the candidate point and the position of the target POI.

[0067] Among them, the distance between the candidate point and the target POI is also a judgment condition for determining whether the candi...

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Abstract

The embodiment of the invention discloses a navigation guide point mining method, device, equipment and storage medium. Wherein, the method includes: selecting a candidate point of the target POI from the road network; determining the track feature of the candidate point according to the historical track data of the target POI; determining the road network feature of the candidate point and the road network feature of the target POI; The track feature and road network feature of the point, as well as the road network feature of the target POI, determine whether the candidate point is the guide point of the target POI. The embodiments of the present invention extract multi-dimensional features from road network data and trajectory data, and automatically determine guidance points based on the extracted multi-dimensional features, thereby ensuring the accuracy and timeliness of guidance point data.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of navigation, and in particular, to a method, device, device, and storage medium for excavating navigation guidance points. Background technique [0002] The navigation guidance point refers to a position point on the road with certain specific functions, for example, it may be a guidance prompt point set to remind the user of driving information. In the electronic map navigation system, the navigation guidance points are very important data. Usually, the user can plan the navigation route based on the guidance points to quickly and accurately navigate to the destination. How to mine the navigation guidance points accurately and efficiently is the premise to ensure the accuracy of the navigation route. . At present, the existing guidance point mining technology mainly builds rules based on human prior knowledge, analyzes the common problems between the guidance points according to som...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/29G06F16/2458
CPCG06F16/29G06F16/2465
Inventor 马璐王彬解鑫
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD