TRANSPORT-DEPENDENT PREDICTION OF DESTINATIONS

Patent №

US 8,538,686

Granted

2013-09-17

Filed 2011

Owner

MICROSOFT CORPORATION

AI components

2

nlp · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13228460

A destination analysis module is described which estimates at least one destination of a user given a partial path taken by the user within a geographic area. The destination analysis module operates by detecting a mode of transportation that a user uses to traverse the path (e.g., automobile, public transportation, walking, etc.). The destination analysis module then loads a model associated with the mode of transportation into a destination prediction module and estimates at least one destination based on the path and the model. The model has various components that depend on the mode of transportation, such as routing network information and prior probability information.

AI classification

AI hardware0.99
Natural language0.88
Knowledge representation0.38
Evolutionary computation0.11
Machine learning0.10
Vision0.00
Speech0.00
Planning0.00

Ownership

MICROSOFT CORPORATION

assignment · 269520759

Assignors

GRUEN, ROBERT W., KRUMM, JOHN C.

On an employer assignment, the assignors are typically the inventors.

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