IP Library Granted Patent US 8,131,716
Granted Patent B2
US 8,131,716 · App. 12/834,710 · Granted Mar 6, 2012

Tuning of relevancy ranking for federated search

Assignee: EMC Corporation
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Quick Facts
Patent No.
US 8,131,716
App. No.
12/834,710
Filed
Jul 12, 2010
Granted
Mar 6, 2012
Kind
B2
Art Unit
2163
USPC
707/5
Abstract

Determining a relevancy ranking score is disclosed. An indication is received that a relevancy ranking score algorithm is to be tuned to a selected preference. The relevancy ranking score algorithm is updated based at least in part on the selected preference, wherein the relevancy ranking score of a search result resulting from a search query is based at least in part on one or more constraints of the search query.

Claims (27)

1. A system for determining a relevancy ranking score, comprising:

a processor; and

a memory coupled with the processor, wherein the memory is configured to provide the processor with instructions which when executed cause the processor to:

receive an indication of a selection that a relevancy ranking score is to be tuned to a selected preference; and

update a relevancy ranking score algorithm based at least in part on the indication of the selection of the selected preference, wherein the relevancy ranking score of a search result resulting from a search query is based at least in part on one or more constraints of the search query, wherein the relevancy ranking score of the search result is based at least in part on a currency score of the search result, wherein the currency score comprises a score indicating recent results relative to a date of interest associated with the search query, wherein the currency score is based at least in part on a currency function evaluating a date attribute, and wherein updating the relevancy ranking score includes adjusting a peak, a width, and a shape of the currency function, wherein the peak corresponds to a date of interest, wherein the width corresponds to an appropriate time scale width, and wherein the shape of the currency function includes a peaked shape.

2. The system of claim 1 , wherein the relevancy ranking score is used to determine a search result ranking for a plurality of search results resulting from the search query.

3. The system of claim 1 , wherein the memory is further configured to provide the processor with instructions which when executed cause the processor to calculate the relevancy ranking score for the search result based on the updated relevancy ranking score algorithm.

4. The system of claim 1 , wherein the relevancy ranking score includes a conditional favoring of the search result with attribute B=‘Y’ if attribute A=‘X’.

5. The system of claim 1 , wherein the search result is one of a plurality of search results from a plurality of search sources.

6. The system of claim 1 , wherein updating the relevancy ranking score algorithm includes adding a constant to an element of the relevancy ranking score algorithm.

7. The system of claim 1 , wherein updating the relevancy ranking score algorithm includes multiplying by a constant an element of the relevancy ranking score algorithm.

8. The system of claim 1 , wherein updating the relevancy ranking score algorithm includes adding a function to an element of the relevancy ranking score algorithm.

9. The system of claim 1 , wherein updating the relevancy ranking score algorithm includes multiplying by a function an element of the relevancy ranking score algorithm.

10. The system of claim 1 , wherein the relevancy ranking score of the search result is based at least in part on a clarity score of the search result.

11. The system of claim 1 , wherein the relevancy ranking score of the search result is based at least in part on one or more attributes that are synthesized from the search result.

12. A computer program product for determining a relevancy ranking score, the computer program product being embodied in a non-transitory computer readable medium and comprising computer instructions for:

receiving an indication of a selection that a relevancy ranking score is to be tuned to a selected preference; and

updating a relevancy ranking score algorithm based at least in part on the indication of the selection of the selected preference, wherein the relevancy ranking score of a search result resulting from a search query is based at least in part on one or more constraints of the search query, wherein the relevancy ranking score of the search result is based at least in part on a currency score of the search result, wherein the currency score comprises a score indicating recent results relative to a date of interest associated with the search query, wherein the currency score is based at least in part on a currency function evaluating a date attribute, and wherein updating the relevancy ranking score includes adjusting a peak, a width, and a shape of the currency function, wherein the peak corresponds to a date of interest, wherein the width corresponds to an appropriate time scale width, and wherein the shape of the currency function includes a peaked shape.

13. A method of determining a relevancy ranking score, comprising:

receiving an indication that a relevancy ranking score algorithm is to be tuned to a selected preference; and

updating, using a processor, the relevancy ranking score algorithm based at least in part on the selected preference, wherein the relevancy ranking score of a search result resulting from a search query is based at least in part on one or more constraints of the search query, wherein the relevancy ranking score of the search result is based at least in part on a currency score of the search result, wherein the currency score comprises a score indicating recent results relative to a date of interest associated with the search query, wherein the currency score is based at least in part on a currency function evaluating a date attribute, and wherein updating the relevancy ranking score includes adjusting a peak, a width, and a shape of the currency function, wherein the peak corresponds to a date of interest, wherein the width corresponds to an appropriate time scale width, and wherein the shape of the currency function includes a peaked shape.

14. The method of claim 13 , wherein the relevancy ranking score is used to determine the search result ranking for a plurality of search results resulting from the search query.

15. The method of claim 13 , further comprising calculating the relevancy ranking score for the search result based on the updated relevancy ranking score algorithm.

16. The method of claim 13 , wherein the relevancy ranking score includes a conditional favoring of the search result with attribute B=‘Y’ if attribute A=‘X’.

17. The method of claim 13 , wherein the search result is one of a plurality of search results from a plurality of search sources.

18. The method of claim 13 , wherein updating the relevancy ranking score algorithm includes adding or multiplying by a constant or a function to an element of the relevancy ranking score algorithm.

19. The method of claim 13 , wherein the relevancy ranking score of the search result is based at least in part on one or more attributes that are synthesized from the search result.

Assignments (10)
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (053546/0001) Recorded Jun 23, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC IP HOLDING COMPANY LLC
Reel/Frame 071642/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (045455/0001) Recorded May 20, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO ASAP SOFTWARE EXPRESS, INC.); DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC CORPORATION (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MAGINATICS LLC); EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); SCALEIO LLC
Reel/Frame 061753/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (040136/0001) Recorded Apr 26, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO ASAP SOFTWARE EXPRESS, INC.); DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC CORPORATION (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MAGINATICS LLC); EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); SCALEIO LLC
Reel/Frame 061324/0001 →
RELEASE OF SECURITY INTEREST Recorded Nov 3, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL, L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; WYSE TECHNOLOGY L.L.C.
Reel/Frame 058216/0001 →
SECURITY AGREEMENT Recorded Apr 22, 2020
From: CREDANT TECHNOLOGIES INC.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
Reel/Frame 053546/0001 →
SECURITY AGREEMENT Recorded Mar 21, 2019
From: CREDANT TECHNOLOGIES, INC.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
Reel/Frame 049452/0223 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 29, 2016
From: EMC CORPORATION
To: EMC IP HOLDING COMPANY LLC
Reel/Frame 040203/0001 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
Reel/Frame 040136/0001 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040134/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 12, 2010
From: CHEVALIER, PIERRE-YVES; ROUSTANT, BRUNO
To: EMC CORPORATION
Reel/Frame 024668/0184 →
Continuity (2)
Continuation 11824304 · Jun 29, 2007
Related Publication 20100274783A1 · Oct 28, 2010