METHODS AND SYSTEMS FOR DATA MINING USING STATE REPORTED WORKER'S COMPENSATION DATA

• US 20110077977A1
• Filed: 07/27/2010
• Published: 03/31/2011
• Est. Priority Date: 07/28/2009
• Status: Abandoned Application

• Current Assignee: The Travelers Indemnity Company (The Travelers Cos., Inc.)
• Original Assignee: The Travelers Indemnity Company (The Travelers Cos., Inc.)
• Inventors: Collins, Dean, Ramont, Paul, Kaprove, Adam
• Application Number:
  US12/844,358
• Publication Number:
  US 20110077977A1
• Time in Patent Office: Days
• US Class Current: 705/4
• CPC Class Codes: G06F 16/2465 Query processing support for facilitating data mining operations in structured databases
• CPC Class Codes: G06Q 40/02 Banking, e.g. interest calculation or account maintenance credit or loans G06Q40/03
• CPC Class Codes: G06Q 40/08 Insurance

Abstract

A worker compensation data mining computer system includes a data collection computer interface receiving worker'"'"'s compensation data, optionally stored by a third party data provider or a state database, and a data mining computer processing unit analyzing the worker'"'"'s compensation data to determine trends in the worker'"'"'s compensation data. The data mining computer processing unit generates one or more of the following: a fraud communication, a model, a predictive variable, a marketing communication, a sales communication, a pricing communication, a prospecting communication, a ratings communication, a sales communication, and an underwriting communication. The system also optionally includes a modeling computer processing unit, that analyzes one or more of the worker'"'"'s compensation data, underwriting models, sales models, pricing models, ratings models, marketing models, fraud models, and prospecting models, to determine whether to modify the at least one of the models. Computer implemented methods of generating alerts, insurance premiums, pricing an insurance policy, and alternative embodiments are also disclosed.

Claims

1. A worker compensation data mining computer system, comprising:

a data collection computer interface electronically receiving worker'"'"'s compensation data stored by at least one of a third party data provider and at least one state injury computer database administered by a respective state via a communications network;

a second data collection interface electronically receiving additional worker'"'"'s compensation data;

a storage database storing the worker'"'"'s compensation data received by said data collection computer interface;

a data mining computer processing unit analyzing at least one of the worker'"'"'s compensation data from the at least one state injury computer database and the additional worker'"'"'s compensation data to determine trends in the worker'"'"'s compensation data and, responsive to said analyzing, to generate at least one a fraud communication, a model, a predictive variable, a marketing communication, a sales communication, a pricing communication, a prospecting communication, a ratings communication, and an underwriting communication; and

a modeling computer processing unit, analyzing at least one of the worker'"'"'s compensation data and the additional worker'"'"'s compensation data and at least one of underwriting models, sales models, pricing models, ratings models, marketing models, fraud models, and prospecting models, and responsive to said analyzing determining whether to modify the at least one of the underwriting models, the marketing models, the sales models, the pricing models, the ratings models, the marketing models, the fraud models, and the prospecting models.

2. The worker compensation data mining computer system as recited in claim 1, wherein the data collection computer interface receives the worker'"'"'s compensation data from a third party data provider that collects the worker'"'"'s compensation data from the at least one state injury computer database.

3. The worker compensation data mining computer system as recited in claim 1, further comprising a computer interface unit, including a plurality of interface protocols to receive the worker'"'"'s compensation data in a plurality of data formats stored by the at least one state injury computer database, and to convert the plurality of data formats into a substantially same data format for processing by said data mining computer processing unit.

4. A worker compensation data mining computer system, comprising:

a data collection computer interface receiving worker'"'"'s compensation data stored by at least one state injury computer database administered by a respective state via a communications network;

a storage database storing the worker'"'"'s compensation data received by said data collection computer interface; and

a data mining computer processing unit analyzing the worker'"'"'s compensation data from the at least one state injury computer database to determine trends in the worker'"'"'s compensation data and, responsive to said analyzing, to generate at least one of a fraud communication, a marketing communication, a model, an updated model, a predictive variable, a prospecting communication, a ratings communication, a sales communication, a pricing communication, and an underwriting communication.

5. The worker compensation data mining computer system as recited in claim 4, wherein the data collection computer interface receives the worker'"'"'s compensation data from a third party data provider that collects the worker'"'"'s compensation data from the at least one state injury database.

6. The worker compensation data mining computer system as recited in claim 4, wherein the data mining computer processing unit sanitizes the worker'"'"'s compensation data by at least one of formatting and making the worker'"'"'s compensation data anonymous.

7. The worker compensation data mining computer system as recited in claim 4, wherein the data collection computer interface electronically receives the worker'"'"'s compensation data directly from the at least one state injury database and the data mining computer processing unit analyzes worker'"'"'s compensation data from the at least one state injury database.

8. The worker compensation data mining computer system as recited in claim 5, wherein the data collection computer interface electronically receives additional worker'"'"'s compensation data directly from the at least one state injury database and the data mining computer processing unit analyzes the worker'"'"'s compensation data and the additional worker'"'"'s compensation data from the at least one state injury database and the third party data provider.

9. The worker compensation data mining computer system as recited in claim 4, further comprising a modeling computer processing unit, receiving the worker'"'"'s compensation data from the at least one state injury computer database, analyzing at least one of underwriting models, sales models, pricing models, ratings models, fraud models, prospecting models, and marketing models, and responsive to said analyzing determining whether to modify the at least one of the underwriting models, sales models, pricing models, ratings models, fraud models, prospecting models, and the marketing models.

10. The worker compensation data mining computer system as recited in claim 9, wherein said modeling computer processing unit modifies the at least one of the underwriting models, sales models, pricing models, ratings models, fraud models, prospecting models, and the marketing models responsive to said determining whether to modify the at least one of the underwriting models, sales models, pricing models, ratings models, fraud models, prospecting models, and the marketing models.

11. The worker compensation data mining computer system as recited in claim 4, further comprising a computer interface unit, including a plurality of interface protocols to receive the worker'"'"'s compensation data in a plurality of data formats stored by the at least one state injury computer database, and to convert the plurality of data formats into a substantially same data format for processing by said data mining computer processing unit.

12. The worker compensation data mining computer system as recited in claim 4, further comprising a computer interface unit electronically transmitting the fraud communication to insurance computer systems of other insurance companies.

13. The worker compensation data mining computer system as recited in claim 4, wherein the worker'"'"'s compensation data from the at least one state injury computer database is combined with additional data comprising at least one of carrier loss data, carrier client attribute data, National Council on Compensation Insurance (NCCI) data, Census data, and labor statistics data, and the analyzing performed by the data mining computer processing unit is performed on the combined data.

14. The worker compensation data mining computer system as recited in claim 4, further comprising an underwriting computer system receiving from said data mining computer processing unit underwriting information comprising at least one of the model, the updated model, the predictive variable, the ratings communication, the sales communication, the pricing communication, and the underwriting communication, and said underwriting computer system executing an underwriting process responsive to the underwriting information.

15. The worker compensation data mining computer system as recited in claim 4, wherein the at least one state injury computer database includes a plurality of state injury computer databases.

16. A computer implemented method for electronically mining worker compensation data, the method comprising:

electronically receiving worker'"'"'s compensation data stored by at least one of state injury computer database administered by a respective state via a communications network;

storing the received worker'"'"'s compensation data in an electronic database;

analyzing, by a computer, the worker'"'"'s compensation data from the at least one state injury computer database to determine trends in the worker'"'"'s compensation data; and

generating, by the computer, at least one of a model, a predictive variable, an updated model, a fraud communication, a marketing communication, a prospecting communication, a ratings communication, a sales communication, a pricing communication, and an underwriting communication based on the analysis of the worker'"'"'s compensation data.

17. The method for electronically mining worker compensation data as recited in claim 16, further comprising receiving the worker'"'"'s compensation data from a third party data provider computer system.

18. The method for electronically mining worker compensation data as recited in claim 16, further comprising sanitizing the worker'"'"'s compensation data by at least one of formatting the worker'"'"'s compensation data and anonymizing the worker'"'"'s compensation data.

19. The method for electronically mining worker compensation data as recited in claim 16, further comprising modeling based on the worker'"'"'s compensation data and at least one of underwriting models, sales models, pricing models, ratings models, fraud models, prospecting models, and marketing models.

20. The method for electronically mining worker compensation data as recited in claim 16, further comprising electronically transmitting the fraud communication, to a computer system administered by another insurance company.

21. The method for electronically mining worker compensation data as recited in claim 16, further comprising:

electronically receiving at least one of additional worker'"'"'s compensation data and analyzed worker'"'"'s compensation data;

analyzing the worker'"'"'s compensation data from the at least one state injury database and the additional worker'"'"'s compensation data; and

generating, by the computer, at least one of the model, the predictive variable, the updated model, the fraud communication, the marketing communication, the prospecting communication, the ratings communication, the sales communication, the pricing communication, and the underwriting communication based on the analysis of the worker'"'"'s compensation data.

22. The method for electronically mining worker compensation data as recited in claim 16, further comprising executing an underwriting process by an underwriting computer system using at least one of the generated model, the ratings communication, the sales communication, the pricing communication, the fraud communication, the underwriting communication, and the predictive variable.

23. The method for electronically mining worker compensation data as recited in claim 16, wherein the generated model includes a modified version of an existing model, and wherein said method further comprises generating, by the computer, the modified version of the existing model.

24. The method for electronically mining worker compensation data as recited in claim 16, further comprising combining the received worker'"'"'s compensation data stored by the at least one state injury computer database administered by the respective state with additional data and wherein the analyzing is of the combined data.

25. The method for electronically mining worker compensation data as recited in claim 24, wherein the additional data includes at least one of carrier loss data, carrier client attribute data, National Council on Compensation Insurance (NCCI) data, Census data, and labor statistics data.

26. A computer implemented method for electronically issuing an insurance policy, the method comprising:

electronically receiving worker'"'"'s compensation data stored by at least one of state injury computer database administered by a respective state via a communications network;

storing the received worker'"'"'s compensation data in an electronic database;

analyzing, by a computer, the worker'"'"'s compensation data from the at least one state injury computer database to determine patterns or trends in the worker'"'"'s compensation data;

generating, by the computer, at least one of a model, a predictive variable, an updated model, a fraud communication, a marketing communication, a prospecting communication, a ratings communication, a sales communication, a pricing communication, and an underwriting communication based on the analysis of the worker'"'"'s compensation data; and

issuing the insurance policy based on at least one of the generated model, predictive variable, updated model, fraud communication, marketing communication, prospecting communication, ratings communication, sales communication, pricing communication, and underwriting communication.

27. The method for electronically issuing an insurance policy as recited in claim 26, further comprising combining the received worker'"'"'s compensation data stored by the at least one state injury computer database administered by the respective state with additional data and wherein the analyzing is of the combined data.

28. A computer implemented method for electronically pricing an insurance policy, the method comprising:

electronically receiving worker'"'"'s compensation data stored by at least one of state injury computer database administered by a respective state via a communications network;

storing the received worker'"'"'s compensation data in an electronic database;

analyzing, by a computer, the worker'"'"'s compensation data from the at least one state injury computer database to determine patterns or trends in the worker'"'"'s compensation data;

generating, by the computer, at least one of a model, a predictive variable, an updated model, a fraud communication, a marketing communication, a prospecting communication, a ratings communication, a sales communication, a pricing communication, and an underwriting communication based on the analysis of the worker'"'"'s compensation data; and

pricing the insurance policy based on at least one of the generated model, predictive variable, updated model, fraud communication, marketing communication, prospecting communication, ratings communication, sales communication, pricing communication, and underwriting communication.

29. The method for electronically pricing an insurance policy as recited in claim 28, further comprising combining the received worker'"'"'s compensation data stored by the at least one state injury computer database administered by the respective state with additional data and wherein the analyzing is of the combined data.

30. A worker compensation data mining computer system, comprising:

a data collection computer interface receiving worker'"'"'s compensation data stored by a plurality of state injury computer databases administered by a plurality of states via a communications network;

a storage database storing the worker'"'"'s compensation data received by said data collection computer interface; and

a data mining computer processing unit analyzing the worker'"'"'s compensation data from the plurality of state injury computer databases to determine trends in the worker'"'"'s compensation data and, responsive to said analyzing, to generate at least one of a fraud communication, a marketing communication, a model, an updated model, a predictive variable, a prospecting communication, a ratings communication, a sales communication, a pricing communication, and an underwriting communication.

31. The worker compensation data mining computer system as recited in claim 30, wherein the data collection computer interface receives the worker'"'"'s compensation data from a third party data provider that collects the worker'"'"'s compensation data from the plurality of state injury databases.

32. The worker compensation data mining computer system as recited in claim 30, further comprising a computer interface unit, including a plurality of interface protocols to receive the worker'"'"'s compensation data in a plurality of data formats stored by the plurality of state injury computer databases, and to convert the plurality of data formats into a substantially same data format for processing by said data mining computer processing unit.

33. The worker compensation data mining computer system as recited in claim 30, wherein the worker'"'"'s compensation data from the plurality of state injury computer databases is combined with additional data comprising at least one of carrier loss data, carrier client attribute data, National Council on Compensation Insurance (NCCI) data, Census data, and labor statistics data, and the analyzing performed by the data mining computer processing unit is performed on the combined data.

34. The worker compensation data mining computer system as recited in claim 30, further comprising an underwriting computer system receiving from said data mining computer processing unit underwriting information comprising at least one of the model, the updated model, the predictive variable, the ratings communication, the sales communication, the pricing communication, and the underwriting communication, and said underwriting computer system executing an underwriting process responsive to the underwriting information.