Utilizing machine learning to generate vehicle information for a vehicle captured by a user device in a vehicle lot

Patent metadata

Field	Value
Publication number	US-2023360111-A1
Application number	US-202318313504-A
Country	US
Kind code	A1
Filing date	May 8, 2023
Priority date	Feb 19, 2019
Publication date	Nov 9, 2023
Grant date	—

Abstract

A device receives vehicle data associated with vehicles located at a vehicle dealership lot, and receives, from a user device, profile data identifying a user of the user device and data identifying a particular vehicle of the vehicles. The device compares the data identifying the particular vehicle and the vehicle data to determine particular vehicle data associated with the particular vehicle, and processes the particular vehicle data and the profile data of the user, with a first model, to determine purchase options for the particular vehicle and the user. The device provides, to the user device, the particular vehicle data and the purchase options for the particular vehicle to cause the user device to display the particular vehicle data and the purchase options for the particular vehicle.

First claim

1 - 20 . (canceled)

21 . A method, comprising:
receiving, by a device, vehicle data associated with vehicles located at a vehicle lot; receiving, by the device and from a user device, data identifying a user of the user device, data identifying a particular vehicle of the vehicles, and presence data indicating a presence of the user device proximate to the particular vehicle for at least a threshold amount of time,
wherein the data identifying the user includes profile data of the user, and
wherein the user device provides the data identifying the user and the data identifying the particular vehicle based on the user device communicating with a wireless communication device associated with the particular vehicle;
determining, by the device and based on the data identifying the particular vehicle, particular vehicle data associated with the particular vehicle; processing, by the device, the particular vehicle data and the profile data of the user, using a model, to determine purchase options for the particular vehicle and the user; and providing, by the device and to the user device, the particular vehicle data and the purchase options to cause the user device to display the particular vehicle data and the purchase options.

22 . The method of claim 1 , wherein receiving the data identifying the user, data identifying the particular vehicle, and the presence data comprises:
receiving, based on the user device being within a communication range of the wireless communication device for the at least the threshold amount of time, the data identifying the particular vehicle,
wherein the wireless communication device is a short-range wireless communication device.

23 . The method of claim 1 , wherein the device communicating with the wireless communication device associated with the particular vehicle comprises:
detecting the wireless communication device via an application of the user device, and causing the user device to wake up or unlock without user interaction.

24 . The method of claim 1 , wherein the data identifying the particular vehicle includes location data of the wireless communication device.

25 . The method of claim 1 , wherein the model comprises a pattern recognition model that identifies the purchase options for the particular vehicle and the user based on the data identifying the user.

26 . The method of claim 1 , further comprising:
providing, for display by the user device, one or more of:
data indicating how many users have looked at the particular vehicle,
user feedback ratings of the particular vehicle, or
personal information regarding financial options for the user.

27 . The method of claim 1 , further comprising:
processing the presence data and other presence data to generate a heat map for the vehicles.

28 . A system, comprising:
one or more memories; and one or more processors, coupled to the one or more memories, configured to:
receive vehicle data associated with vehicles located at a vehicle lot;
receive, from a user device, data identifying a user of the user device, data identifying a particular vehicle of the vehicles, and presence data indicating a presence of the user device proximate to the particular vehicle for at least a threshold amount of time,
wherein the data identifying the user includes profile data of the user, and
wherein the user device provides the data identifying the user and the data identifying the particular vehicle based on the user device communicating with a wireless communication device associated with the particular vehicle;

determine, based on the data identifying the particular vehicle, particular vehicle data associated with the particular vehicle;
process the particular vehicle data and the profile data of the user, using a machine learning model, to determine purchase options for the particular vehicle and the user; and
provide, to the user device, the particular vehicle data and the purchase options to cause the user device to display the particular vehicle data and the purchase options.

29 . The system of claim 8 , wherein the wireless communication device is a short-range wireless communication device.

30 . The system of claim 8 , wherein the one or more processors are further configured to:
update an inventory of the vehicles based on the data identifying the particular vehicle.

31 . The system of claim 8 , wherein the particular vehicle data includes information identifying one or more of:
a make of the particular vehicle, a model of the particular vehicle, a manufactured year associated with the particular vehicle, a quantity of time that the particular vehicle has been located at the vehicle lot, a level of interest in the particular vehicle, a price of the particular vehicle, or features of the particular vehicle.

32 . The system of claim 8 , wherein the one or more processors, to determine the particular vehicle data, are configured to:
compare the data identifying the particular vehicle and the vehicle data to determine the particular vehicle data.

33 . The system of claim 8 , wherein the one or more processors are further configured to:
provide, for display by the user device, one or more of:
data indicating how many users have looked at the particular vehicle,
user feedback ratings of the particular vehicle, or
personal information regarding financial options for the user.

34 . The system of claim 8 , wherein the one or more processors are further configured to:
obtain other presence data indicating another presence of the user device proximate to another particular vehicle; and
wherein the presence data indicates that the user is not interested in the other particular vehicle.

35 . A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:
one or more instructions that, when executed by one or more processors of a device, cause the device to:
receive vehicle data associated with vehicles located at a vehicle lot;
receive, from a user device, data identifying a user of the user device, data identifying a particular vehicle of the vehicles, and presence data indicating a presence of the user device proximate to the particular vehicle for at least a threshold amount of time,
wherein the data identifying the user includes profile data of the user, and
wherein the user device provides the data identifying the user and the data identifying the particular vehicle based on the user device communicating with a wireless communication device associated with the particular vehicle;

determine, based on the data identifying the particular vehicle, particular vehicle data associated with the particular vehicle;
process the particular vehicle data and the profile data of the user, using a model, to determine purchase options for the particular vehicle and the user; and
provide, to the user device, the particular vehicle data and the purchase options to cause the user device to display the particular vehicle data and the purchase options.

36 . The non-transitory computer-readable medium of claim 15 , wherein the purchase options indicate:
multiple pre-approved monthly payment options for the particular vehicle, and a value of the particular vehicle.

37 . The non-transitory computer-readable medium of claim 15 , wherein the one or more instructions further cause the device to:
cause a price of the particular vehicle to be adjusted; instruct that the particular vehicle to be manually moved to a different location of the vehicle lot; or cause a pr

Assignees

• Capital One Services Llc

Inventors

• Unnikrishnan Sasi Kumar
• Parcha Venkata Satya
• Chikkaveerappa Satish
• Pascas Renjith
• Subramanian Ponnazhakan
• Kumar Lokesh Vijay

Classifications

• G06Q30/0635 Primary

  replenishment orders; recurring orders · CPC title

• G06Q30/0205

  based on location or geographical consideration · CPC title

• G06Q30/0255

  based on user history · CPC title

• G06Q10/087 Primary

  Inventory or stock management, e.g. order filling, procurement or balancing against orders · CPC title

• G06N20/00

  Machine learning · CPC title