Event driven data staging and data aging algorithms for personalization data in enterprise search

• US 9,959,319 B2
• Filed: 11/17/2014
• Issued: 05/01/2018
• Est. Priority Date: 11/17/2014
• Status: Active Grant

• Current Assignee: SAP SE
• Original Assignee: SAP SE
• Inventors: Aakolk, Michael, Michels, Frank
• Primary Examiner(s): Hoang, Son T
• Application Number:
  US14/543,441
• Publication Number:
  US 20160140124A1
• Time in Patent Office: 1,261 Days
• Field of Search: None
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 16/9035 Filtering based on additional data, e.g. user or group profiles
• CPC Class Codes: G06Q 10/063 Operations research, analysis or management

Abstract

Each access event for a plurality of business objects is logged. Using the log, a user profile for each of a plurality of users is generated that identifies one or more recently accessed business objects. A relevance value for each business object identified in the user profile is calculated and an aging function is applied to the calculated relevance values. The relevance information can graphically rendered.

Claims

1. A method for implementation by one or more data processors, the method comprising:

logging, by at least one data processor of the one or more data processors, each access event for a plurality of business objects, the business objects forming part of an enterprise system;

generating, by the at least one data processor based on the logging, a user profile for each of a plurality of users, each user profile identifying one or more recently accessed business objects;

calculating, by the at least one data processor, a relevance value for each business object identified in the user profile, the relevance value characterizing the business object of a current user of the user profile which is either explicitly accessed by the current user or accessed by other users associated with the business object of the current user;

applying, by the at least one data processor, an aging function to the calculated relevance values;

receiving, by the at least one data processor, a search request;

determining, by the at least one data processor, a subset of the business objects responsive to the search request;

applying, by the at least one data processor, the aging function to the subset of the business objects;

identifying, by the at least one data processor using the generated user profiles of the plurality of user after the application of the aging function to the calculated relevance values and the subset of the business objects, users associated with the subset of the business objects as results responsive to the search request; and

graphically rendering on a same display, by the at least one data processor and based on the identified results responsive to the search request, the subset of business objects, the identified users, and the calculated relevance value for each business object forming part of the subset of business objects.

2. The method of claim 1, wherein access events include creation, deletion, modification, and viewing of a business object.

3. The method of claim 2, wherein separate counters are maintained for the viewing and modification of the business object.

4. The method of claim 1, wherein the aging function is triggered by the passing of time.

5. The method of claim 1, wherein the aging function is triggered by a subsequent access event.

6. The method of claim 1, wherein the aging function is triggered by the passing of time and a subsequent access event.

7. The method of claim 1, wherein a predetermined number of access events is stored in the user profile for each of the plurality of users.

8. A non-transitory computer readable storage medium storing one or more programs configured to be executed by at least one data processor, the one or more programs comprising instructions for:

logging, by the at least one data processor, each access event for a plurality of business objects, the business objects forming part of an enterprise system;

generating, by the at least one data processor based on the logging, a user profile for each of a plurality of users, each user profile identifying one or more recently accessed business objects;

calculating, by the at least one data processor, a relevance value for each business object identified in the user profile, the relevance value characterizing the business object of a current user of the user profile which is either explicitly accessed by the current user or accessed by other users associated with the business object of the current user;

applying, by the at least one data processor, an aging function to the calculated relevance values;

receiving, by the at least one data processor, a search request;

determining, by the at least one data processor, a subset of the business objects responsive to the search request;

applying, by the at least one data processor, the aging function to the subset of the business objects;

identifying, by the at least one data processor using the generated user profiles of the plurality of user after the application of the aging function to the calculated relevance values and the subset of the business objects, users associated with the subset of the business objects as results responsive to the search request; and

graphically rendering on a same display by the at least one data processor and based on the identified results responsive to the search request, the subset of business objects, the identified users, and the calculated relevance value for each business object forming part of the subset of business objects.

9. The computer readable storage medium of claim 8, wherein access events include creation, deletion, modification, and viewing of a business object.

10. The computer readable storage medium of claim 9, wherein separate counters are maintained for the viewing and modification of the business object.

11. The computer readable storage medium of claim 8, wherein the aging function is triggered by the passing of time.

12. The computer readable storage medium of claim 8, wherein the aging function is triggered by a subsequent access event.

13. The computer readable storage medium of claim 8, wherein the aging function is triggered by the passing of time and a subsequent access event.

14. The computer readable storage medium of claim 8, wherein a predetermined number of access events is stored in the user profile for each of the plurality of users.

15. An electronic device comprising:

one or more processors; and

memory storing one or more programs for execution by the one or more processors, the one or more programs including instructions for;

logging, by at least one data processor of the one or more processors, each access event for a plurality of business objects, the business objects forming part of an enterprise system;

generating, by the at least one data processor based on the logging, a user profile for each of a plurality of users, each user profile identifying one or more recently accessed business objects;

calculating, by the at least one data processor, a relevance value for each business object identified in the user profile, the relevance value characterizing the business object of a current user of the user profile which is either explicitly accessed by the current user or accessed by other users associated with the business object of the current user;

applying, by the at least one data processor, an aging function to the calculated relevance values;

receiving, by the at least one data processor, a search request;

determining, by the at least one data processor, a subset of the business objects responsive to the search request;

applying, by the at least one data processor, the aging function to the subset of the business objects;

identifying, by the at least one data processor using the generated user profiles of the plurality of user after the application of the aging function to the calculated relevance values and the subset of the business objects, users associated with the subset of the business objects as results responsive to the search request; and

graphically rendering on a same display by the at least one data processor and based on the identified results responsive to the search request, the subset of business objects, the identified users, and the calculated relevance value for each business object forming part of the subset of business objects.

16. The electronic device according to claim 15, wherein access events include creation, deletion, modification, and viewing of a business object.

17. The electronic device according to claim 16, wherein separate counters are maintained for the viewing and modification of the business object.

18. The electronic device according to claim 15, wherein the aging function is triggered by the passing of time.

19. The electronic device according to claim 15, wherein the aging function is triggered by a subsequent access event.

20. The electronic device according to claim 15, wherein the aging function is triggered by the passing of time and a subsequent access event.

21. The electronic device according to claim 15, wherein a predetermined number of access events is stored in the user profile for the plurality of users.