Data collection for usage based insurance

• US 8,849,803 B2
• Filed: 10/31/2011
• Issued: 09/30/2014
• Est. Priority Date: 10/31/2011
• Status: Expired due to Fees

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Grabau, Mark Ryan, Hashimi, Sayed Yousef, Shaik, Zakeer Rahman
• Primary Examiner(s): Lu, Kuen
• Application Number:
  US13/285,059
• Publication Number:
  US 20130110867A1
• Time in Patent Office: 1,065 Days
• Field of Search: 707/769
• US Class Current: 707/722
• CPC Class Codes: G06Q 40/08 Insurance

Abstract

Large amounts of data resulting from periodic sampling and capture of data corresponding to variable operational parameters of one or more systems, such as a plurality of vehicles, and stored in a large number of rows of data corresponding to the number of captured samples are summarized in an analytically meaningful way by simply counting the instances of particular values of the operational parameters of interest in the form of a histogram and stored as a single row of data. The reduction in number of rows of data allows acceleration of processing of later queries by a factor of one thousand (assuming an average trip length of ten minutes) or more.

Claims

1. A method of summarizing data, said method comprising steps of

capturing data pertaining to reports of at least one operating condition of at least one system during a period of operation, said at least one operating condition having a dynamic range and said reports being represented in respective rows of data,

assigning a value to each possible reportable value of at least one operating parameter of said at least one operating condition of said at least one system, whereby said at least one operating parameter are variable operating parameters of a vehicle and the value assigned is a discrete value selected from a list of all possible values,

counting a number of occurrences of each said value in the captured data to produce counts of respective values for said at least one operating parameter of said at least one operating condition,

forming a histogram of said counts, and

representing said histogram in fewer rows of data than said rows of data of said reports.

2. The method as recited in claim 1, wherein said reports are captured periodic samples of respective operating parameters.

3. The method as recited in claim 1, wherein said histogram is represented in a single row of data.

4. The method as recited in claim 1, wherein said operating parameters of a vehicle include speed of a vehicle.

5. The method as recited in claim 4, wherein said operating parameters of a vehicle further include measured longitudinal acceleration.

6. The method as recited in claim 4, wherein said operating parameters of a vehicle further include values of longitudinal acceleration computed from sequential values of said speed of said vehicle.

7. The method as recited in claim 6, wherein said operating parameters of a vehicle further include at least one of lateral acceleration and steering angle.

8. The method as recited in claim 1, wherein said operating parameters of a vehicle include at least one of lateral acceleration and steering angle.

9. The method as recited in claim 1, including a further step of evaluating said histogram in regard to at least one of variance, skew and kurtosis.

10. The method as recited in claim 1, further including a step of correlating values of at least two operating conditions.

11. The method as recited in claim 1, including the further step of determining likelihood of an event from said histogram.

12. The method as recited in claim 11, including the further step of determining a likely cost of said event.

13. The method as recited in claim 11, including the further step of determining an insurance premium from said histogram.

14. Apparatus for summarizing data including

at least one sensor to capture values of at least one operating parameter of at least one operating condition of a system as respective rows of data, said at least one operating condition having a dynamic range and whereby said at least one operating parameter of said system are variable operating parameters of a vehicle;

a memory to store said values of at least one operating parameter over a period of operation of said system;

a processor for evaluating said values stored in said memory to determine if the period of operation of said system is valid or exceptional and, if said values for said period of operation are determined to be valid,

assigning a discrete value selected from a list of all possible values to each captured value and

counting a number of occurrences of each said discrete value assigned to each said captured value to produce counts of respective values for said at least one operating parameter during said period of operation; and

storage to store results of said counting by said processor as fewer rows of data than said respective rows of data.

15. The apparatus as recited in claim 14, further including

further storage to store some particulars of a period of operation of said system determined to be exceptional.

16. The apparatus as recited in claim 14, wherein said results of said counting are stored as a single row of data representing a histogram.

17. The apparatus as recited in claim 14, further including

a processor to access and process said results of said counting in response to a query.

18. The apparatus as recited in claim 17, further including

presenting a response to said query in the form of a histogram exhibiting variance, skew and kurtosis.

19. The apparatus as recited in claim 14, wherein said system comprises a plurality of vehicles and said at least one operating parameter comprises at least one of speed, longitudinal acceleration, lateral acceleration and steering angle.

20. A method of summarizing data, said method comprising steps of

capturing data pertaining to reports of at least one operating condition of at least one system during a period of operation, said at least one operating condition having a dynamic range and said reports being represented in respective rows of data,

assigning a value to each possible reportable value of at least one operating parameter of said at least one operating condition of said at least one system, whereby said at least one operating parameter are variable operating parameters of a vehicle and the value assigned is a discrete value selected from a list of all possible values,

configuring a data processor to count a number of occurrences of each said value in said captured data to produce counts of respective values for said at least one operating parameter of said at least one operating condition, and

configuring a data processor to form a histogram of said counts, and to represent said histogram in fewer rows of data than said rows of data of said reports.