公开(公告)号：US20240053156A1

公开(公告)日：2024-02-15

申请号：US17884834

申请日：2022-08-10

Applicant: ALLSTATE INSURANCE COMPANY

Inventor： Clayton Jeschke ,  Mariela Perignon ,  Nicholas Winter ,  Dipti Karmarkar ,  Anjana Tayi

IPC: G01C21/34 ,  G06N20/00

CPC classification number: G01C21/343 ,  G01C21/3492 ,  G06N20/00

Abstract: Aspects of the present disclosure generally relate to systems and methods for data processing, and more specifically for classifying telematics data to identify gig driving associated with vehicle trips. In one implementation, a method may include the operations of segmenting a trip of a vehicle to yield multiple segments, generating, via a feature extraction component, one or more input features associated with each segment of the multiple segments based on input data indicating driving characteristics during the trip, determining, via a gig detection component, whether the trip is associated with gig driving based on the one or more input features associated with teach segment, and outputting an indication of whether the trip is associated with gig driving based on the determination.

公开(公告)号：US11015946B2

公开(公告)日：2021-05-25

申请号：US16028540

申请日：2018-07-06

Applicant: Allstate Insurance Company

Inventor： Pratheek M. Harish ,  Benjamin Robertson Yeomans ,  Alexander Herrmann ,  Kyle Patrick Schmitt ,  Olivia Mahler-Haug ,  Dipti Karmarkar

IPC: G01C21/36 ,  H04L29/08 ,  G06F3/147 ,  H04W4/029 ,  G06F3/14 ,  G07C5/08 ,  G07C5/00 ,  G07C5/02 ,  H04W4/38 ,  G06Q40/08 ,  H04W4/021 ,  H04W4/02 ,  G06F9/54 ,  G01P1/07 ,  G01P13/00 ,  G01C21/20 ,  G01C21/34 ,  G08G1/0968 ,  G05D1/00 ,  G05D1/02 ,  H04W4/40 ,  G06F16/22 ,  G06F3/0484

Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.

公开(公告)号：US11067408B2

公开(公告)日：2021-07-20

申请号：US16028676

申请日：2018-07-06

Applicant: Allstate Insurance Company

Inventor： Pratheek M. Harish ,  Benjamin Robertson Yeomans ,  Alexander Herrmann ,  Kyle Patrick Schmitt ,  Dipti Karmarkar

IPC: G01C21/36 ,  H04L29/08 ,  G06F3/147 ,  H04W4/029 ,  G06F3/14 ,  G08G1/01 ,  G07C5/08 ,  G07C5/00 ,  G07C5/02 ,  H04W4/38 ,  G06Q40/08 ,  H04W4/021 ,  H04W4/02 ,  G06F9/54 ,  G01P1/07 ,  G01P13/00 ,  G01C21/20 ,  G01C21/34 ,  G08G1/0968 ,  G05D1/00 ,  G05D1/02 ,  H04W4/40 ,  G06F16/22 ,  G06F3/0484

Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.

公开(公告)号：US10976173B2

公开(公告)日：2021-04-13

申请号：US16028465

申请日：2018-07-06

Applicant: Allstate Insurance Company

Inventor： Pratheek M. Harish ,  Benjamin Robertson Yeomans ,  Alexander Herrmann ,  Kyle Patrick Schmitt ,  Dipti Karmarkar ,  Jeremy David Ber ,  Samantha Mait

IPC: G01C21/36 ,  H04L29/08 ,  G06F3/147 ,  H04W4/029 ,  G06F3/14 ,  G07C5/08 ,  G07C5/00 ,  G07C5/02 ,  H04W4/38 ,  G06Q40/08 ,  H04W4/021 ,  H04W4/02 ,  G06F9/54 ,  G01P1/07 ,  G01P13/00 ,  G01C21/20 ,  G01C21/34 ,  G08G1/0968 ,  G05D1/00 ,  G05D1/02 ,  H04W4/40 ,  G06F16/22 ,  G06F3/0484

Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.

公开(公告)号：US11067409B2

公开(公告)日：2021-07-20

申请号：US16028927

申请日：2018-07-06

Applicant: Allstate Insurance Company

Inventor： Pratheek M. Harish ,  Benjamin Robertson Yeomans ,  Alexander Herrmann ,  Kyle Patrick Schmitt ,  Dipti Karmarkar

IPC: G01C21/36 ,  G06F3/147 ,  H04W4/029 ,  G06F3/14 ,  G07C5/08 ,  G07C5/00 ,  G07C5/02 ,  H04W4/38 ,  G06F9/54 ,  G01C21/20 ,  H04L29/08 ,  G08G1/01 ,  G06Q40/08 ,  H04W4/021 ,  H04W4/02 ,  G01P1/07 ,  G01P13/00 ,  G01C21/34 ,  G08G1/0968 ,  G05D1/00 ,  G05D1/02 ,  H04W4/40 ,  G06F16/22 ,  G06F3/0484

Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.

公开(公告)号：US10663314B2

公开(公告)日：2020-05-26

申请号：US16028614

申请日：2018-07-06

Applicant: Allstate Insurance Company

Inventor： Pratheek M. Harish ,  Benjamin Robertson Yeomans ,  Alexander Herrmann ,  Kyle Patrick Schmitt ,  Dipti Karmarkar

IPC: G01C21/36 ,  H04L29/08 ,  G06F3/147 ,  H04W4/029 ,  G06F3/14 ,  G07C5/08 ,  G07C5/00 ,  G07C5/02 ,  H04W4/38 ,  G06Q40/08 ,  H04W4/021 ,  H04W4/02 ,  G06F9/54 ,  G01P1/07 ,  G01P13/00 ,  G01C21/20 ,  G01C21/34 ,  G08G1/0968 ,  G05D1/00 ,  G05D1/02 ,  H04W4/40 ,  G06F16/22 ,  G06F3/0484

Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.