Providing history-based data processing

• US 9,588,648 B2
• Filed: 07/09/2014
• Issued: 03/07/2017
• Est. Priority Date: 07/12/2013
• Status: Active Grant

• Current Assignee: Advanced New Technologies Company Limited (Ant Group Co., Ltd.)
• Original Assignee: Alibaba Group Holding Ltd.
• Inventors: Li, Qingfeng
• Primary Examiner(s): Spieler, William
• Application Number:
  US14/327,102
• Publication Number:
  US 20150019567A1
• Time in Patent Office: 972 Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 16/335 Filtering based on additional data, e.g. user or group profiles filtering in web context G06F16/9535, G06F16/9536
• CPC Class Codes: G06F 16/90324 using system suggestions
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 3/0482 Interaction with lists of selectable items, e.g. menus
• CPC Class Codes: G06Q 20/4014 Identity check for transactions
• CPC Class Codes: G06Q 20/42 Confirmation, e.g. check or permission by the legal debtor of payment
• CPC Class Codes: G06Q 30/00 Commerce
• CPC Class Codes: G06Q 30/06 Buying, selling or leasing transactions
• CPC Class Codes: G06Q 30/0601 Electronic shopping [e-shopping]
• CPC Class Codes: H04L 67/01 Protocols

Abstract

Providing data processing methods is disclosed, including: receiving a request to provide a plurality of data processing methods to a user; obtaining historical data associated with a plurality of historical user selections associated with the plurality of data processing methods, wherein the plurality of historical user selections is associated with the user; determining a plurality of data processing fingerprint aggregate scores corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data; and providing the plurality of data processing methods based at least in part on the plurality of data processing fingerprint aggregate scores.

Claims

1. A system, comprising:

one or more processors configured to;

receive a current request to provide a plurality of data processing methods associated with completing a service to a user, wherein the current request is associated with a plurality of current feature values;

obtain historical data associated with a plurality of historical user selections associated with the plurality of data processing methods, wherein the plurality of historical user selections is associated with the user;

determine a plurality of data processing fingerprint aggregate scores corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data, comprising to;

determine a subset of the plurality of historical user selections, wherein each historical user selection of the subset corresponds to a historical user selection that is associated with a historical feature value that matches a current feature value that is associated with the current request;

sort the subset of the plurality of historical user selections into a plurality of groups according to the plurality of data processing methods; and

determine a first data processing fingerprint aggregate score corresponding to a first data processing method based at least in part on a set of weights and a plurality of historical feature values corresponding to a group of historical user selections that corresponds to the first data processing method; and

provide the plurality of data processing methods based at least in part on the plurality of data processing fingerprint aggregate scores; and

one or more memories coupled to the one or more processors configured to provide the one or more processors with instructions.

2. The system of claim 1, wherein to determine the plurality of data processing fingerprint aggregate scores includes to:

extract the plurality of historical feature values from the historical data; and

obtain the set of weights corresponding to the plurality of historical feature values.

3. The system of claim 2, wherein to determine the plurality of data processing fingerprint aggregate scores further includes to convert at least some of the plurality of historical feature values based at least in part on a set of predetermined mappings.

4. The system of claim 1, wherein to provide the plurality of data processing methods comprises to:

rank the plurality of data processing methods based on the corresponding plurality of data processing fingerprint aggregate scores; and

present the plurality of data processing methods in a list based at least in part on the ranking.

5. The system of claim 1, wherein the one or more processors are further configured to determine whether a user configured default data processing method is stored.

6. The system of claim 5, wherein in the event that the user configured default data processing method is stored, wherein providing the plurality of data processing methods includes presenting the user configured default data processing method.

7. The system of claim 1, wherein the one or more processors are further configured to:

receive a user selected data processing method; and

determine whether the user selected data processing method is associated with a ranking within a predetermined range of rankings, wherein;

in the event that the user selected data processing method is associated with the ranking within the predetermined range of rankings, proceed with further processing based at least in part on the user selected data processing method; and

in the event that the user selected data processing method is associated with the ranking that is not within the predetermined range of rankings, send an alert to a client device associated with the user.

8. The system of claim 7, wherein the alert includes an authentication code.

9. The system of claim 8, wherein the one or more processors are further configured to:

receive a user input; and

determine whether the user input matches the authentication code, wherein;

in the event that the user input matches the authentication code, proceed with further processing based at least in part on the user selected data processing method; and

in the event that the user input does not match the authentication code, do not proceed with further processing based at least in part on the user selected data processing method.

10. The system of claim 1, wherein to provide the plurality of data processing methods is further based at least in part on data associated with the current request.

11. The system of claim 1, wherein to provide the plurality of data processing methods based at least in part on the plurality of data processing fingerprint aggregate scores includes presenting a data processing method of the plurality of data processing methods associated with a highest data processing fingerprint aggregate score of the plurality of data processing fingerprint aggregate scores in a first position of a list of data processing methods.

12. The system of claim 1, wherein the plurality of data processing methods comprises a plurality of payment methods.

13. The system of claim 1, wherein the plurality of current feature values comprises one or more of the following:

a time at which the historical user selection was made, a device type used to make the historical user selection, a location at which the historical user selection was made, and a monetary amount associated with the historical user selection.

14. A method, comprising:

receiving a current request to provide a plurality of data processing methods associated with completing a service to a user, wherein the current request is associated with a plurality of current feature values;

obtaining historical data associated with a plurality of historical user selections associated with the plurality of data processing methods, wherein the plurality of historical user selections is associated with the user;

determining, using one or more processors, a plurality of data processing fingerprint aggregate scores corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data, comprising;

determining a subset of the plurality of historical user selections, wherein each historical user selection of the subset corresponds to a historical user selection that is associated with a historical feature value that matches a current feature value that is associated with the current request;

sorting the subset of the plurality of historical user selections into a plurality of groups according to the plurality of data processing methods; and

determining a first data processing fingerprint aggregate score corresponding to a first data processing method based at least in part on a set of weights and a plurality of historical feature values corresponding to a group of historical user selections that corresponds to the first data processing method; and

providing the plurality of data processing methods based at least in part on the plurality of data processing fingerprint aggregate scores.

15. The method of claim 14, wherein determining the plurality of data processing fingerprint aggregate scores includes:

extracting the plurality of historical feature values from the historical data; and

obtaining the set of weights corresponding to the plurality of historical feature values.

16. The method of claim 15, wherein determining the plurality of data processing fingerprint aggregate scores further includes converting at least some of the plurality of historical feature values based at least in part on a set of predetermined mappings.

17. The method of claim 14, wherein providing the plurality of data processing methods comprises:

ranking the plurality of data processing methods based on the corresponding plurality of data processing fingerprint aggregate scores; and

presenting the plurality of data processing methods in a list based at least in part on the ranking.

18. The method of claim 14, further comprising determining whether a user configured default data processing method is stored.

19. The method of claim 18, wherein in the event that the user configured default data processing method is stored, wherein providing the plurality of data processing methods includes presenting the user configured default data processing method.

20. The method of claim 14, further comprising:

receiving a user selected data processing method; and

determining whether the user selected data processing method is associated with a ranking within a predetermined range of rankings, wherein;

in the event that the user selected data processing method is associated with the ranking within the predetermined range of rankings, proceeding with further processing based at least in part on the user selected data processing method; and

in the event that the user selected data processing method is associated with the ranking that is not within the predetermined range of rankings, sending an alert to a client device associated with the user.

21. The method of claim 20, wherein the alert includes an authentication code.

22. The method of claim 21, further comprising:

receiving a user input; and

determining whether the user input matches the authentication code, wherein;

in the event that the user input matches the authentication code, proceeding with further processing based at least in part on the user selected data processing method; and

in the event that the user input does not match the authentication code, not proceeding with further processing based at least in part on the user selected data processing method.

23. A computer program product, the computer program product being embodied in a non-transitory computer readable storage medium and comprising instructions for:

receiving a current request to provide a plurality of data processing methods associated with completing a service to a user, wherein the current request is associated with a plurality of current feature values;

obtaining historical data associated with a plurality of historical user selections associated with the plurality of data processing methods, wherein the plurality of historical user selections is associated with the user;

determining a plurality of data processing fingerprint aggregate scores corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data, comprising;

determining a subset of the plurality of historical user selections, wherein each historical user selection of the subset corresponds to a historical user selection that is associated with a historical feature value that matches a current feature value that is associated with the current request;

sorting the subset of the plurality of historical user selections into a plurality of groups according to the plurality of data processing methods; and

determining a first data processing fingerprint aggregate score corresponding to a first data processing method based at least in part on a set of weights and a plurality of historical feature values corresponding to a group of historical user selections that corresponds to the first data processing method; and

providing the plurality of data processing methods based at least in part on the plurality of data processing fingerprint aggregate scores.