The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 10, 2024

Filed:

Apr. 16, 2021
Applicant:

Alibaba Group Holding Limited, Grand Cayman, KY;

Inventors:

Shenkun Xu, Beijing, CN;

Rui Dai, Beijing, CN;

Shuai Li, Beijing, CN;

Chenguang Ji, Beijing, CN;

Kaikui Liu, Beijing, CN;

Assignee:

ALIBABA GROUP HOLDING LIMITED, Grand Cayman, KY;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G08G 1/01 (2006.01); G01C 21/34 (2006.01); G01C 21/36 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G08G 1/0129 (2013.01); G01C 21/3453 (2013.01); G01C 21/3691 (2013.01); G06N 3/08 (2013.01);
Abstract

A method for predicting traffic flow or a travel time, includes: obtaining navigation route data; obtaining, according to the navigation route data, navigation flow of a road within a prediction time period; obtaining real-time traffic flow, a real-time travel time, past traffic flow, and a past travel time of the road; and training a neural network with the real-time travel time, the past travel time, the real-time traffic flow, the past traffic flow, and the navigation flow of the road to obtain predicted traffic flow or a predicted travel time of the road within the prediction time period.


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