IP Library Granted Patent US 8,442,849
Granted Patent B2
US 8,442,849 · App. 12/723,520 · Granted May 14, 2013

Emotional mapping

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Quick Facts
Patent No.
US 8,442,849
App. No.
12/723,520
Granted
May 14, 2013
Kind
B2
Abstract

Methods and systems are provided for emotional mapping, such as of online users, based at least in part on online activities of users. Techniques are provided in which information including a set of emotional states is generated or obtained, such as a hierarchical network of emotional states representing a spectrum of human emotions. Information regarding user online activities and content choices of a user is obtained. Based at least in part on this information, the user is classified into an emotional state of the set of emotional states, and advertisements or content may be targeted to the user accordingly.

Claims (46)

1. A method comprising:

using one or more computers, obtaining and storing a first set of information comprising a set of emotional states with which users may be classified;

using one or more computers, obtaining and storing a second set of information comprising information relating to online activities of a user;

using one or more computers, obtaining and storing a third set of information comprising content choices of the user;

using one or more computers, based at least in part on the second set of information and the third set of information, classifying the user into at least one emotional state, of the set of emotional states; and

using one or more computers, facilitating providing the user with an online service at least in part in exchange for obtaining information regarding emotional information from and about the user, wherein the online service includes one or more of (a) a service relating to a commute, (b) a service relating to a playlist, (c) a service relating to collocation or meeting of friends, (d) a service relating to leading up to or performing a major purchase or acquisition, or (e) a service relating to social planning or follow-up.

2. The method of claim 1 , comprising targeting the user with an online advertisement or content.

3. The method of claim 1 , comprising collecting information relating to user-initiated online activities as well as associations of the user with particular content.

4. The method of claim 1 , comprising using the emotional information in targeting the user with an online advertisement or online content.

5. The method of claim 1 , comprising utilizing emotional information collected about the user in constructing an emotional profile of the user, and comprising utilizing the emotional profile in targeting the user with an online advertising or online content.

6. The method of claim 1 , comprising, based at least in part on the at least one emotional state into which the user is classified, targeting the user with an offline advertisement, offline content, or an offline consumer item.

7. The method of claim 1 , comprising facilitating serving of the online advertisement or the online content to the user.

8. The method of claim 1 , comprising serving of the online advertisement or the online content to the user.

9. The method of claim 1 , comprising:

based at least in part on the second set of information, classifying the user into at least one emotional state, of the set of emotional states, during a particular period of time; and

comprising targeting the user with an online advertisement or online content during the particular period of time.

10. The method of claim 1 , wherein, based at least in part on the at least one emotional state into which the user is classified, targeting the user with an online advertisement or online content that is determined to be likely to perform well in connection with the at least one emotional state into which the user is classified.

11. The method of claim 1 , wherein targeting the user comprises utilizing at least one emotional transition model, and wherein the at least one emotional transition model is used in predicting at least one emotional state that the user is likely to be in at a particular time or during a particular period of time.

12. The method of claim 1 , wherein obtaining and storing a second set of information comprising obtaining and storing information relating to social interactions of the user.

13. The method of claim 1 , comprising profiling users based at least in part on a structured learning technique.

14. The method of claim 1 , comprising profiling users based at least in part on a machine learning technique.

15. The method of claim 1 , wherein targeting the user comprises detecting and storing information regarding emotional patterns of the user.

16. A method comprising:

using one or more computers, based at least in part on online activities of a user, classifying the user into at least one emotional state of a set of emotional states into which users may be classified;

using one or more computers, selecting an advertisement for serving to the user, wherein the advertisement is selected based at least in part on the at least one emotional state into which the user is classified, and wherein the at least one emotional state into which the user is classified is predicted to lead to enhanced user engagement with the advertisement and enhanced effectiveness of the advertisement; and

using one or more computers, facilitating providing the user with an online service at least in part in exchange for obtaining information regarding emotional information from and about the user, wherein the online service includes one or more of (a) a service relating to a commute, (b) a service relating to a playlist, (c) a service relating to collocation or meeting of friends, (d) a service relating to leading up to or performing a major purchase or acquisition, or (e) a service relating to social planning or follow-up.

17. A system comprising:

one or more server computers coupled to a network; and

one or more databases coupled to the one or more servers;

wherein the one or more server computers are for:

obtaining and storing, in at least one of the one or more databases, a first set of information comprising a set of emotional states into which users may be classified;

obtaining and storing, in at least one of the one or more databases, a second set of information comprising information relating to online activities of a user;

obtaining and storing, in at least one of the one or more databases, a third set of information comprising content choices of the user;

based at least in part on the second set of information and the third set of information, classifying the user into at least one emotional state, of the set of emotional states; and

facilitating providing the user with an online service at least in part in exchange for obtaining information regarding emotional information from and about the user, wherein the online service includes one or more of (a) a service relating to a commute, (b) a service relating to a playlist, (c) a service relating to collocation or meeting of friends, (d) a service relating to leading up to or performing a major purchase or acquisition, or (e) a service relating to social planning or follow-up.

18. The system of claim 17 , wherein at least one of the one or more server computers are coupled to the Internet.

19. The system of claim 17 , comprising targeting the user with an online advertisement or online content.

20. The system of claim 17 , comprising utilizing emotional profiles of users in targeting users with online advertisements or online content.

21. A non-transitory computer readable medium or media containing instructions for executing a method comprising:

using one or more computers, obtaining and storing a first set of information comprising a set of emotional states into which users may be classified;

using one or more computers, obtaining and storing a second set of information comprising information relating to online activities of a user, comprising facilitating providing an online service to the user at least in part in exchange for emotional information relating to the user, wherein the online service includes one or more of (a) a service relating to a commute, (b) a service relating to a playlist, (c) a service relating to collocation or meeting of friends, (d) a service relating to leading up to or performing a major purchase or acquisition, or (e) a service relating to social planning or follow-up;

using one or more computers, obtaining and storing a third set of information comprising content choices of the user;

using one or more computers, based at least in part on the second set of information and the third set of information, constructing an emotional profile of the user, wherein the emotional profile is adapted to be utilized in predicting an emotional state of the user;

using one or more computers, based at least in part on the second set of information, the third set of information, and the emotional profile, classifying the user into at least one emotional state, of the set of emotional states, during a particular period of time; and

using one or more computers, based at least in part on the at least one emotional state into which the user is classified during the particular period of time, targeting the user with an online advertisement during the particular period of time; and

using one or more computers, facilitating serving of the online advertisement to the user during the particular period of time.

Assignments (13)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 23, 2025
From: SLACK TECHNOLOGIES, LLC
To: SALESFORCE, INC.
Reel/Frame 070001/0469 →
CORRECTIVE ASSIGNMENT TO CORRECT THE NEWLY MERGED ENTITY'S NEW NAME, AND TO REMOVE THE PERIOD PREVIOUSLY RECORDED AT REEL: 057254 FRAME: 0738. ASSIGNOR(S) HEREBY CONFIRMS THE MERGER AND CHANGE OF NAME. Recorded Sep 9, 2021
From: SKYLINE STRATEGIES II LLC; SLACK TECHNOLOGIES, INC.
To: SLACK TECHNOLOGIES, LLC
Reel/Frame 057514/0930 →
MERGER Recorded Aug 2, 2021
From: SLACK TECHNOLOGIES, INC.; SKYLINE STRATEGIES I INC.
To: SLACK TECHNOLOGIES, INC.
Reel/Frame 057254/0693 →
MERGER AND CHANGE OF NAME Recorded Aug 2, 2021
From: SKYLINE STRATEGIES II LLC; SLACK TECHNOLOGIES, INC.; SLACK TECHNOLOGIES, LLC
To: SLACK TECHNOLOGIES, LLC.
Reel/Frame 057254/0738 →
CORRECTIVE ASSIGNMENT TO CORRECT THE THE ASSIGNOR NAME PREVIOUSLY RECORDED AT REEL: 052853 FRAME: 0153. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Mar 29, 2021
From: R2 SOLUTIONS LLC
To: STARBOARD VALUE INTERMEDIATE FUND LP, AS COLLATERAL AGENT
Reel/Frame 056832/0001 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE NAME PREVIOUSLY RECORDED ON REEL 053654 FRAME 0254. ASSIGNOR(S) HEREBY CONFIRMS THE RELEASE OF SECURITY INTEREST GRANTED PURSUANT TO THE PATENT SECURITY AGREEMENT PREVIOUSLY RECORDED. Recorded Dec 30, 2020
From: STARBOARD VALUE INTERMEDIATE FUND LP
To: R2 SOLUTIONS LLC
Reel/Frame 054981/0377 →
RELEASE OF SECURITY INTEREST IN PATENTS Recorded Jul 8, 2020
From: STARBOARD VALUE INTERMEDIATE FUND LP
To: ACACIA RESEARCH GROUP LLC; AMERICAN VEHICULAR SCIENCES LLC; BONUTTI SKELETAL INNOVATIONS LLC; CELLULAR COMMUNICATIONS EQUIPMENT LLC; INNOVATIVE DISPLAY TECHNOLOGIES LLC; LIFEPORT SCIENCES LLC; LIMESTONE MEMORY SYSTEMS LLC; MOBILE ENHANCEMENT SOLUTIONS LLC; MONARCH NETWORKING SOLUTIONS LLC; NEXUS DISPLAY TECHNOLOGIES LLC; PARTHENON UNIFIED MEMORY ARCHITECTURE LLC; R2 SOLUTIONS LLC; SAINT LAWRENCE COMMUNICATIONS LLC; STINGRAY IP SOLUTIONS LLC; SUPER INTERCONNECT TECHNOLOGIES LLC; TELECONFERENCE SYSTEMS LLC; UNIFICATION TECHNOLOGIES LLC
Reel/Frame 053654/0254 →
PATENT SECURITY AGREEMENT Recorded Jun 5, 2020
From: ACACIA RESEARCH GROUP LLC; AMERICAN VEHICULAR SCIENCES LLC; BONUTTI SKELETAL INNOVATIONS LLC; CELLULAR COMMUNICATIONS EQUIPMENT LLC; INNOVATIVE DISPLAY TECHNOLOGIES LLC; LIFEPORT SCIENCES LLC; LIMESTONE MEMORY SYSTEMS LLC; MERTON ACQUISITION HOLDCO LLC; MOBILE ENHANCEMENT SOLUTIONS LLC; MONARCH NETWORKING SOLUTIONS LLC; NEXUS DISPLAY TECHNOLOGIES LLC; PARTHENON UNIFIED MEMORY ARCHITECTURE LLC; R2 SOLUTIONS LLC; SAINT LAWRENCE COMMUNICATIONS LLC; STINGRAY IP SOLUTIONS LLC; SUPER INTERCONNECT TECHNOLOGIES LLC; TELECONFERENCE SYSTEMS LLC; UNIFICATION TECHNOLOGIES LLC
To: STARBOARD VALUE INTERMEDIATE FUND LP, AS COLLATERAL AGENT
Reel/Frame 052853/0153 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 30, 2020
From: EXCALIBUR IP, LLC
To: SLACK TECHNOLOGIES, INC.
Reel/Frame 051761/0307 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 3, 2016
From: YAHOO! INC.
To: EXCALIBUR IP, LLC
Reel/Frame 038950/0592 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 1, 2016
From: EXCALIBUR IP, LLC
To: YAHOO! INC.
Reel/Frame 038951/0295 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 18, 2016
From: YAHOO! INC.
To: EXCALIBUR IP, LLC
Reel/Frame 038383/0466 →
CORRECTIVE ASSIGNMENT TO CORRECT THE INCORRECT APPLICATION NUMBER 12/723,292 PREVIOUSLY RECORDED ON REEL 024076 FRAME 0015. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Mar 29, 2010
From: KANTAK, DARSHAN V.; BAX, ERIC THEODORE; BHATIA, TARUN; FARAHAT, AYMAN; BHATIA, DIPIKA
To: YAHOO! INC.
Reel/Frame 024155/0426 →