IP Library Granted Patent US 11,869,099
Granted Patent B2
US 11,869,099 · App. 17/543,092 · Granted Jan 9, 2024

Method and apparatus of analyzing social network data to identify a financial market trend

Inventor: Charles Shah (Sunnyvale, CA)
Assignee: YAHOO ASSETS LLC
G06Q50/01G06Q40/06
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Quick Facts
Patent No.
US 11,869,099
App. No.
17/543,092
Granted
Jan 9, 2024
Kind
B2
Abstract

In general, the present disclosure includes a system, method and architecture for use in analyzing content of a social network data to identify a financial market trend, e.g., a trend associated with a financial market instrument.

Claims (51)

1. A method comprising:

determining, by a computing device of an online financial information provider, a trend in number of social media references to a financial market instrument using a corpus of social media posts of a number of users of at least one social media system, each social media post of the corpus containing a reference to the financial market instrument;

identifying, by the computing device, a sentiment associated with the financial market instrument using the corpus of social media posts;

selecting, by the computing device, the financial market instrument using the determined trend in number of social media references to the financial market instrument and the identified sentiment associated with the financial market instrument; and

displaying, via the computing device, information indicating the determined trend in number of social media references to the financial market instrument in a display of the online financial information provider at a number of client computing devices, the displaying comprising transmitting the information via an electronic communications network to the number of client computing devices.

2. The method of claim 1 , the identified sentiment is a positive sentiment.

3. The method of claim 1 , the determined trend is an upward trend.

4. The method of claim 1 , determining the trend further comprising:

determining, by the computing device, a percentage change in number of references to the financial market instrument using the corpus of social media posts; and

determining, by the computing device, the trend for the financial market instrument using the determined percentage change in number of social media references to the financial market instrument.

5. The method of claim 4 , the selecting further comprising:

determining, by the computing device, a numeric weighting for the identified sentiment; and

determining, by the computing device, a combined value for the financial market instrument by applying the numeric weighting for the identified sentiment to the determined percentage change in number of social media references to the financial market instrument; and

selecting, by the computing device, the financial market instrument using the determined combined value.

6. The method of claim 1 , further comprising:

identifying, by the computing device, a second sentiment associated with a second financial market instrument using a second corpus of social media posts, each social media post of the second corpus of social media posts containing a reference to the second financial market instrument; and

excluding, by the computing device, the second financial market instrument from selection using the second sentiment associated with the second financial market instrument.

7. The method of claim 6 , the second sentiment associated with the second financial market instrument is a negative sentiment or a neutral sentiment.

8. The method of claim 6 , further comprising:

determining, by a computing device, a second trend in number of social media references to the second financial market instrument using the second corpus of social media posts of a number of users of at least one social media system, each social media post of the second corpus containing a reference to the second financial market instrument.

9. The method of claim 8 , the second trend identified for the second financial market instrument using the second corpus of social media posts is an upward trend.

10. The method of claim 8 , determining the second trend further comprising:

determining, by the computing device, a second percentage change in number of references to the second financial market instrument using the second corpus of social media posts; and

determining, by the computing device, the second trend for the second financial market instrument using the second percentage change in number of social media references to the second financial market instrument.

11. The method of claim 10 , excluding the second market instrument from selection further comprising:

determining, by the computing device, a numeric weighting for the second sentiment identified for the second financial market instrument;

determining, by the computing device, a combined value for the second financial market instrument by applying the numeric weighting associated with the second sentiment to the second percentage change in number of social media references to the second financial market instrument; and

excluding, by the computing device, the second financial market instrument from selection using the combined value.

12. The method of claim 1 , the financial market instrument is associated with a company and the trend in number of social media references to the financial market instrument indicating a trend for the company.

13. The method of claim 1 , the financial market instrument is associated with a company and the identified sentiment indicating a sentiment for the company.

14. A non-transitory computer-readable storage medium tangibly encoded with computer-executable instructions that when executed by a processor associated with a computing device perform a method comprising:

determining a trend in number of social media references to a financial market instrument using a corpus of social media posts of a number of users of at least one social media system, each social media post of the corpus containing a reference to the financial market instrument;

identifying a sentiment associated with the financial market instrument using the corpus of social media posts;

selecting the financial market instrument using the determined trend in number of social media references to the financial market instrument and the identified sentiment associated with the financial market instrument; and

displaying information indicating the determined trend in number of social media references to the financial market instrument in a display of an online financial information provider at a number of client computing devices, the displaying comprising transmitting the information via an electronic communications network to the number of client computing devices.

15. The non-transitory computer-readable storage medium of claim 14 , the identified sentiment is a positive sentiment.

16. The non-transitory computer-readable storage medium of claim 14 , the determined trend is an upward trend.

17. The non-transitory computer-readable storage medium of claim 14 , determining the trend further comprising:

determining a percentage change in number of references to the financial market instrument using the corpus of social media posts; and

determining the trend for the financial market instrument using the determined percentage change in number of social media references to the financial market instrument.

18. The non-transitory computer-readable storage medium of claim 14 , the method further comprising:

identifying a second sentiment associated with a second financial market instrument using a second corpus of social media posts, each social media post of the second corpus of social media posts containing a reference to the second financial market instrument; and

excluding the second financial market instrument from selection using the second sentiment associated with the second financial market instrument.

19. The non-transitory computer-readable storage medium of claim 18 , the second sentiment associated with the second financial market instrument is a negative sentiment or a neutral sentiment.

20. A computing device comprising:

a processor;

a non-transitory storage medium for tangibly storing thereon program logic for execution by the processor, the program logic comprising:

determining logic executed by the processor for determining a trend in number of social media references to a financial market instrument using a corpus of social media posts of a number of users of at least one social media system, each social media post of the corpus containing a reference to the financial market instrument;

identifying logic executed by the processor for identifying a sentiment associated with the financial market instrument using the corpus of social media posts;

selecting logic executed by the processor for selecting the financial market instrument using the determined trend in number of social media references to the financial market instrument and the identified sentiment associated with the financial market instrument; and

displaying logic executed by the processor for displaying information indicating the determined trend in number of social media references to the financial market instrument in a display of an online financial information provider at a number of client computing devices, the displaying comprising transmitting the information via an electronic communications network to the number of client computing devices.

Assignments (7)
SUPPLEMENTAL PATENT SECURITY AGREEMENT Recorded Sep 17, 2025
From: YAHOO ASSETS LLC
To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
Reel/Frame 072915/0540 →
PATENT SECURITY AGREEMENT (FIRST LIEN) Recorded Sep 29, 2022
From: YAHOO ASSETS LLC
To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
Reel/Frame 061571/0773 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 22, 2022
From: YAHOO AD TECH LLC (FORMERLY VERIZON MEDIA INC.)
To: YAHOO ASSETS LLC
Reel/Frame 059474/0578 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 6, 2021
From: SHAH, CHARLES
To: YAHOO! INC.
Reel/Frame 058309/0261 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 6, 2021
From: YAHOO! INC.
To: YAHOO HOLDINGS, INC.
Reel/Frame 058951/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 6, 2021
From: YAHOO HOLDINGS, INC.
To: OATH INC.
Reel/Frame 058319/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 6, 2021
From: OATH INC.
To: VERIZON MEDIA INC.
Reel/Frame 058320/0278 →
Continuity (4)
Continuation 16543888 · Aug 19, 2019
Continuation 13627603 · Sep 26, 2012
Continuation 13104769 · May 10, 2011
Related Publication 20220092704A1 · Mar 24, 2022