Providing history-based data processing

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.

What is claimed is: 
     
         1 . (canceled) 
     
     
         2 . A system, comprising:
 one or more processors configured to:
 receive a request to provide a plurality of data processing methods to a user; 
 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 rankings corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data; 
 determine a user selected data processing method; 
 determine whether the user selected data processing method is associated with a ranking within a predetermined range of rankings; and 
 in response to a determination 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 device associated with user; and 
   one or more memories coupled to the one or more processors configured to provide the one or more processors with instructions.   
     
     
         3 . The system of  claim 2 , wherein the one or more processors are further configured to determine a plurality of data processing fingerprint aggregate scores. 
     
     
         4 . The system of  claim 3 , wherein to determine the plurality of data processing fingerprint aggregate scores includes to:
 extract a plurality of feature values from the historical data;   obtain a set of weights corresponding to the plurality of feature values;   sort the plurality of feature values into a plurality of groups according to the plurality of data processing methods; and   determine a data processing fingerprint aggregate score corresponding to a data processing method based at least in part on the set of weights and a corresponding group of feature values.   
     
     
         5 . The system of  claim 4 , wherein to determine the plurality of data processing fingerprint aggregate scores further includes to convert at least some of the plurality of feature values based at least in part on a set of predetermined mappings. 
     
     
         6 . The system of  claim 2 , wherein the one or more processors are configured to present the plurality of data processing methods, including to present the plurality of data processing methods in a list based at least in part on the plurality of rankings. 
     
     
         7 . The system of  claim 2 , wherein the one or more processors are configured to present the plurality of data processing methods, including to present a selected 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. 
     
     
         8 . The system of  claim 2 , wherein the one or more processors are further configured to determine whether a user configured default data processing method is stored. 
     
     
         9 . The system of  claim 8 , wherein in response to a determination that the user configured default data processing method is stored, wherein the one or more processors are further configured to present the user configured default data processing method. 
     
     
         10 . The system of  claim 2 , wherein to send the alert to the device associated with the user comprises to send an authentication code to the device associated with the user. 
     
     
         11 . The system of  claim 10 , 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 response to a determination 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. 
   
     
     
         12 . The system of  claim 2 , wherein to provide the plurality of data processing methods is further based at least in part on data associated with the user's current data processing. 
     
     
         13 . The system of  claim 2 , wherein the plurality of data processing methods comprises a plurality of payment methods. 
     
     
         14 . A method, comprising:
 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 rankings corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data;   determining a user selected data processing method;   determining whether the user selected data processing method is associated with a ranking within a predetermined range of rankings; and   in response to a determination 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 device associated with user.   
     
     
         15 . The method of  claim 14 , further comprising determining a plurality of data processing fingerprint aggregate scores. 
     
     
         16 . The method of  claim 15 , wherein determining the plurality of data processing fingerprint aggregate scores includes:
 extracting a plurality of feature values from the historical data;   obtaining a set of weights corresponding to the plurality of feature values;   sorting the plurality of feature values into a plurality of groups according to the plurality of data processing methods; and   determining a data processing fingerprint aggregate score corresponding to a data processing method based at least in part on the set of weights and a corresponding group of feature values.   
     
     
         17 . The method of  claim 16 , wherein determining the plurality of data processing fingerprint aggregate scores further includes converting at least some of the plurality of feature values based at least in part on a set of predetermined mappings. 
     
     
         18 . The method of  claim 14 , further comprising presenting the plurality of data processing methods, including presenting the plurality of data processing methods in a list based at least in part on the plurality of rankings. 
     
     
         19 . The method of  claim 14 , further comprising presenting the plurality of data processing methods, including presenting a selected 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. 
     
     
         20 . The method of  claim 14 , further comprising determining whether a user configured default data processing method is stored. 
     
     
         21 . A computer program product, the computer program product being embodied in a non-transitory computer-readable storage medium and comprising computer instructions for:
 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 rankings corresponding to respective ones of the plurality of data processing methods based at least in part on the historical data;   determining a user selected data processing method;   determining whether the user selected data processing method is associated with a ranking within a predetermined range of rankings; and   in response to a determination 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 device associated with user.