Database system for dynamically generating customized models

• US 10,565,181 B1
• Filed: 03/07/2018
• Issued: 02/18/2020
• Est. Priority Date: 03/07/2018
• Status: Active Grant

• Current Assignee: Experian Information Solutions Incorporated (Experian plc)
• Original Assignee: Experian Information Solutions Incorporated (Experian plc)
• Inventors: Hjermstad, Erik Peter, Morris, Tony T., Schwartz, Jennifer Kuhr, Haupt, Heidi Beth
• Primary Examiner(s): Jacob, Ajith
• Application Number:
  US15/914,983
• Time in Patent Office: 713 Days
• CPC Class Codes: G06F 16/23 Updating
• CPC Class Codes: G06F 16/2358 Change logging, detection, and notification replication G06F16/27
• CPC Class Codes: G06F 16/2379 Updates performed during online database operations; commit processing
• CPC Class Codes: G06F 16/27 Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
• CPC Class Codes: G06F 16/273 Asynchronous replication or reconciliation

Abstract

Embodiments of a data processing system is disclosed for accessing databases and generating notifications. Embodiments of the system may comprise databases and a processor that receives a first filter item and a database filter item, generates a third database based on the first filter item, integrate data from the third database into the first database to create an updated first plurality of records, generate a fourth database based on a selected set of records, in the updated first plurality of records, corresponding to the database filter item, determine metrics that correspond to the fourth database, generate a model to segregate the fourth database using the metrics, receive criteria, compare the segregated fourth database with the criteria to remove records that do not meet the criteria, cause a subsequent update to the updated fourth database to integrate data from the second database to create an updated diminished fourth database, and generate a notification including information included in the updated diminished fourth database.

Claims

1. A data processing system for accessing databases and updated data items, the data processing system comprising:

a first database including a first plurality of records;

a second database including a second plurality of records; and

a hardware processor configured to execute computer-executable instructions in order to;

receive a first filter item;

generate a third database including a third plurality of records by identifying, in the second plurality of records of the second database, records that meet the criteria of the first filter item;

cause a first update to the first plurality of records of the first database to integrate data from the generated third database into the first plurality of records to create an updated first plurality of records;

receive a database filter item;

generate a fourth database including a fourth plurality of records by extracting from the updated first plurality of records, a selected set of records of the updated first plurality of records corresponding to the database filter item;

determine a first set of database metrics that correspond to the fourth plurality of records;

generate a customized dynamic model to segregate the fourth plurality of records using the determined first set of database metrics;

receive criteria;

compare the segregated fourth plurality of records with the criteria to update the segregated fourth plurality of records to remove records that do not meet the criteria creating a diminished fourth plurality of records;

cause a subsequent update to the diminished fourth plurality of records to integrate data from the second database into the diminished fourth plurality of records to create an updated diminished fourth plurality of records; and

generate an event notification including information included in the updated diminished plurality of records.

2. The database system of claim 1 further comprising:

a scoring engine;

the hardware processor configured to execute computer-executable instructions in order to;

execute the scoring engine using the updated diminished plurality of records to generate a score file; and

[generate model score]

cause a third update to the updated diminished fourth plurality of records to integrate data from the score file into the updated diminished fourth plurality of records to create an scored diminished fourth plurality of records.

3. The database system of claim 1, wherein the database filter item comprises at least a target date associated with the first plurality of records.

4. The database system of claim 1, wherein the database filter item comprises at least a geographic restriction associated with the first plurality of records.

5. A computer implemented method for generating an event notification, the method comprising:

accessing, by a database system, a first database including a first plurality of records;

accessing, by the database system, a second database including a second plurality of records;

receiving, by a database system, a first filter item;

generating, by the database system, a third database including a third plurality of records by identifying, in the second plurality of records of the second database, records that meet the criteria of the first filter item;

causing, by the database system, a first update to the first plurality of records of the first database to integrate data from the generated third database into the first plurality of records to create an updated first plurality of records;

receiving, by the database system, from a first user computer system, a database filter item comprising one or more rules for notifying the first user computer system of particular types of updates;

generating, by the database system, a fourth database including a fourth plurality of records by extracting from the updated first plurality of records, a selected set of records of the updated first plurality of records corresponding to the database filter item;

determining, by the database system, a first set of database metrics that correspond to the fourth plurality of records;

generating, by the database system, a customized dynamic model to segregate the fourth plurality of records using the determined first set of database metrics;

receiving, by the database system, criteria;

comparing, by the database system, the segregated fourth plurality of records with the criteria to update the segregated fourth plurality of records to remove records that do not meet the criteria creating a diminished fourth plurality of records;

causing, by the database system, a subsequent update to the diminished fourth plurality of records to integrate data from the second database into the diminished fourth plurality of records to create an updated diminished fourth plurality of records;

automatically generating, by the database system, an electronic notification for communication to a computing system of the first user indicating information included in the updated diminished plurality of records; and

communicating, by the database system, the electronic notification to the computing system of the first user.

6. The computer implemented method of claim 5, wherein the database filter item from the first user computer system comprises at least a target date associated with the first plurality of records.

7. The computer implemented method of claim 5, wherein the database filter item from the first user computer system comprises at least a geographic restriction associated with the first plurality of records.

8. The computer implemented method of claim 5, further comprising:

accessing, by the database system, a scoring engine;

executing, by the database system, the scoring engine using the updated diminished plurality of records to generate a score file; and

causing, by the database system, a third update to the updated diminished fourth plurality of records to integrate data from the score file into the updated diminished fourth plurality of records to create an scored diminished fourth plurality of records.

9. Non-transitory, computer-readable storage media storing computer-executable instructions that, when executed by a computer system, configure the computer system to perform operations comprising:

accessing a first database including a first plurality of records;

accessing a second database including a second plurality of records;

receiving a first filter item;

generating a third database including a third plurality of records by identifying, in the second plurality of records of the second database, records that meet the criteria of the first filter item;

causing a first update to the first plurality of records of the first database to integrate data from the generated third database into the first plurality of records to create an updated first plurality of records;

receiving, from a first user computer system, a database filter item comprising one or more rules for notifying the first user computer system of particular types of updates;

generating a fourth database including a fourth plurality of records by extracting from the updated first plurality of records, a selected set of records of the updated first plurality of records corresponding to the database filter item;

determining a first set of database metrics that correspond to the fourth plurality of records;

generating a customized dynamic model to segregate the fourth plurality of records using the determined first set of database metrics;

receiving criteria;

comparing the segregated fourth plurality of records with the criteria to update the segregated fourth plurality of records to remove records that do not meet the criteria creating a diminished fourth plurality of records;

causing a subsequent update to the diminished fourth plurality of records to integrate data from the second database into the diminished fourth plurality of records to create an updated diminished fourth plurality of records;

automatically generating an electronic notification for communication to a to a computing system of the first user indicating information included in the updated diminished plurality of records; and

communicating the electronic notification to the computing system of the first user.

10. The non-transitory, computer-readable storage media of claim 9, wherein the database filter item from the first user computer system comprises at least a target date associated with the first plurality of records.

11. The non-transitory, computer-readable storage media of claim 9, wherein the database filter item from the first user computer system comprises at least a geographic restriction associated with the first plurality of records.

12. The non-transitory, computer-readable storage media of claim 9 further storing additional computer-executable instructions that, when executed by a computer system, configure the computer system to perform operations comprising:

accessing a scoring engine;

executing the scoring engine using the updated diminished plurality of records to generate a score file; and

causing a third update to the updated diminished fourth plurality of records to integrate data from the score file into the updated diminished fourth plurality of records to create a scored diminished fourth plurality of records.