US 2022/0101474 A1 · METHODS AND SYSTEMS FOR TRANSPOTATION ANALYSIS AND MANAGEMENT

Abstract

The present disclosure provides a method and system for analyzing and managing transportation. The method may include generating, for each of a plurality of geographic regions, a first graph representation based on transportation data relating to transport activities within the geographic region. The method may also include obtaining, for any two of the plurality of geographic regions, via a graph kernel based algorithm, a first similarity indicator measuring a similarity between the first graph representations of the any two of the plurality of geographic regions. The method may further include grouping, based on the first similarity indicators, the plurality of geographic regions into a plurality of groups. The method may also include, for each of the plurality of groups, identifying at least one featured transportation type of the group and associating a strategy to the group to promote or restrict transport activities of the at least one featured transportation type of the group.

Claims21

Dependent claims

A method for analyzing and managing transportation, implemented on at least one device, each of which includes one or more storage devices and at least one processor, the method comprising:

generating, by the at least one processor, for each of a plurality of geographic regions, a first graph representation based on transportation data relating to transport activities within the geographic region;
obtaining, by the at least one processor, for any two of the plurality of geographic regions, via a graph kernel based algorithm, a first similarity indicator measuring a similarity between the first graph representations of the any two of the plurality of geographic regions;
grouping, by the at least one processor, based on the first similarity indicators, the plurality of geographic regions into a plurality of groups;
and
for each of the plurality of groups:
identifying, by the at least one processor, at least one featured transportation type of the group;
and
associating, by the at least one processor, a strategy to the group to promote or restrict transport activities of the at least one featured transportation type of the group.

5 more elements

A system for analyzing and managing transportation, comprising:

at least one storage medium including a set of instructions for training a learner model;
and
at least one processor in communication with the storage medium, wherein when executing the set of instructions, the at least one processor is directed to:
generate, for each of a plurality of geographic regions, a first graph representation based on transportation data relating to transport activities within the geographic region;
obtain, for any two of the plurality of geographic regions, via a graph kernel based algorithm, a first similarity indicator measuring a similarity between the first graph representations of the any two of the plurality of geographic regions;
group, based on the first similarity indicators, the plurality of geographic regions into a plurality of groups;
and
for each of the plurality of groups:
identify at least one featured transportation type of the group;
and
associate, a strategy to the group to promote or restrict transport activities of the at least one featured transportation type of the group.

8 more elements

Dependencies are inferred from the claim text.

Methods and systems for transpotation analysis and management

Life of this patent

Methods and systems for transpotation analysis and management

Life of this patent

Abstract

Claims21