Cognitive traits avatar for similarity matching

• US 9,779,327 B2
• Filed: 08/21/2015
• Issued: 10/03/2017
• Est. Priority Date: 08/21/2015
• Status: Expired due to Fees

• Current Assignee: AirBNB Incorporated
• Original Assignee: International Business Machines Corporation
• Inventors: Allen, Corville O., Hartenbaum, Alissa J., Johnson, Trenton J., Kozhaya, Joseph N., Rodriguez, Laura J.
• Primary Examiner(s): Chawan, Sheela C
• Application Number:
  US14/832,043
• Publication Number:
  US 20170053186A1
• Time in Patent Office: 774 Days
• Field of Search: 382100, 382115, 382218, 715706, 715765, 706 52, 706 54, 706 46, 704 9, 7042701, 704E11, 707802, 707774, 707999, 705 714, 705 1444
• CPC Class Codes: G06F 18/22 Matching criteria, e.g. proximity measures
• CPC Class Codes: G06Q 50/01 Social networking
• CPC Class Codes: G06T 11/00 2D [Two Dimensional] image generation
• CPC Class Codes: G06T 11/206 Drawing of charts or graphs
• CPC Class Codes: G06V 40/174 Facial expression recognition

Abstract

Mechanisms for generating a cognitive traits avatar are provided. The mechanisms analyze a portion of content submitted by a user to extract features of the portion of content. The mechanisms map the extracted features to one or more cognitive traits and select an image corresponding to the one or more cognitive traits. The mechanisms further generate a cognitive traits avatar comprising the selected image and cognitive traits data defining a graphical representation of the one or more cognitive traits for output in association with the selected image. The cognitive traits avatar is output as part of an interaction of the user with another entity, or representation of another entity, via a computing device.

Claims

1. A method, in a data processing system comprising a processor and a memory, the memory providing instructions to the processor to cause the processor to implement a cognitive traits avatar system, for generating a cognitive traits avatar, the method comprising:

analyzing, by the cognitive traits avatar system of the data processing system, a portion of content submitted by a user to extract features of the portion of content;

mapping, by the cognitive traits avatar system, the extracted features to one or more cognitive traits;

selecting, by the cognitive traits avatar system, an image corresponding to the one or more cognitive traits;

generating, by the cognitive traits avatar system, a cognitive traits avatar comprising the selected image and cognitive traits data defining a graphical representation of the one or more cognitive traits for output in association with the selected image;

outputting, by the cognitive traits avatar system, the cognitive traits avatar as part of an interaction of the user with another entity, or representation of another entity, via a computing device; and

dynamically updating the cognitive traits avatar by changing at least one of the selected image or the cognitive traits data in response to the portion of content submitted by the user being changed.

2. The method of claim 1, wherein the portion of content is a dynamically moving window of textual input from the user to one or more social networking websites or online forums, and wherein dynamically updating the cognitive traits avatar comprises dynamically updating the cognitive traits avatar in response to the moving window of textual input moving to encompass new textual input from the user.

3. The method of claim 1, wherein generating the cognitive traits avatar comprises generating a graphical representation of the cognitive traits data having separate sections for each of a plurality of cognitive traits in the one or more cognitive traits, and wherein characteristics of each of the separate sections correspond to a relative degree of strength of a corresponding cognitive trait.

4. The method of claim 3, wherein the graphical representation of the cognitive traits data comprises a halo graphical representation surrounding the selected image, and wherein each of the separate sections is an arc of the halo graphical representation having a size based on the relative degree of strength of the corresponding cognitive trait.

5. The method of claim 1, further comprising:

comparing the cognitive trait data to cognitive trait information associated with the another entity; and

modifying the cognitive traits avatar based on a measure of correlation between the cognitive trait data and the cognitive trait information.

6. The method of claim 5, wherein modifying the cognitive traits avatar based on a measure of correlation between the cognitive trait data and the cognitive trait information comprises modifying the selected image based on the measure of correlation.

7. The method of claim 6, wherein modifying the selected image based on the measure of correlation comprises selecting an image depicting a positive or negative response by the user based on the measure of correlation, wherein in response to the measure of correlation indicating a high degree of correlation, a first image depicting a positive response by the user is selected, and wherein in response to the measure of correlation indicating a low degree of correlation, a second image depicting a negative response by the user is selected.

8. The method of claim 5, further comprising:

creating the cognitive trait information associated with the another entity based on cognitive traits of users that provide feedback input for the another entity.

9. The method of claim 1, wherein the interaction of the user with another entity, or representation of another entity, via the computing device comprises at least one of:

a communication with another user;

a purchase of an item;

a participation in an event;

a use of an application;

or

a use of a computer service.

10. A computer program product comprising a computer readable storage medium having a computer readable program stored therein, wherein the computer readable program, when executed on a computing device, causes the computing device to implement a cognitive traits avatar system which operates to:

analyze a portion of content submitted by a user to extract features of the portion of content;

map the extracted features to one or more cognitive traits;

select an image corresponding to the one or more cognitive traits;

generate a cognitive traits avatar comprising the selected image and cognitive traits data defining a graphical representation of the one or more cognitive traits for output in association with the selected image;

output the cognitive traits avatar as part of an interaction of the user with another entity, or representation of another entity, via a computing device; and

dynamically update the cognitive traits avatar by changing at least one of the selected image or the cognitive traits data in response to the portion of content submitted by the user being changed.

11. The computer program product of claim 10, wherein the portion of content is a dynamically moving window of textual input from the user to one or more social networking websites or online forums, and wherein the cognitive traits avatar system further operates to dynamically update the cognitive traits avatar at least by dynamically updating the cognitive traits avatar in response to the moving window of textual input moving to encompass new textual input from the user.

12. The computer program product of claim 10, wherein the cognitive traits avatar system further operates to generate the cognitive traits avatar at least by generating a graphical representation of the cognitive traits data having separate sections for each of a plurality of cognitive traits in the one or more cognitive traits, and wherein characteristics of each of the separate sections correspond to a relative degree of strength of a corresponding cognitive trait.

13. The computer program product of claim 12, wherein the graphical representation of the cognitive traits data comprises a halo graphical representation surrounding the selected image, and wherein each of the separate sections is an arc of the halo graphical representation having a size based on the relative degree of strength of the corresponding cognitive trait.

14. The computer program product of claim 10, wherein the cognitive traits avatar system further operates to:

compare the cognitive trait data to cognitive trait information associated with the another entity; and

modify the cognitive traits avatar based on a measure of correlation between the cognitive trait data and the cognitive trait information.

15. The computer program product of claim 14, wherein the cognitive traits avatar system further operates to modify the cognitive traits avatar based on a measure of correlation between the cognitive trait data and the cognitive trait information at least by modifying the selected image based on the measure of correlation.

16. The computer program product of claim 15, wherein the cognitive traits avatar system further operates to modify the selected image based on the measure of correlation at least by selecting an image depicting a positive or negative response by the user based on the measure of correlation, wherein in response to the measure of correlation indicating a high degree of correlation, a first image depicting a positive response by the user is selected, and wherein in response to the measure of correlation indicating a low degree of correlation, a second image depicting a negative response by the user is selected.

17. The computer program product of claim 14, wherein the cognitive traits avatar system further operates to:

create the cognitive trait information associated with the another entity based on cognitive traits of users that provide feedback input for the another entity.

18. An apparatus comprising:

a processor; and

a memory coupled to the processor, wherein the memory comprises instructions which, when executed by the processor, cause the processor to;

analyze a portion of content submitted by a user to extract features of the portion of content;

map the extracted features to one or more cognitive traits;

select an image corresponding to the one or more cognitive traits;

generate a cognitive traits avatar comprising the selected image and cognitive traits data defining a graphical representation of the one or more cognitive traits for output in association with the selected image; and

output the cognitive traits avatar as part of an interaction of the user with another entity, or representation of another entity, via a computing device; and

dynamically update the cognitive traits avatar by changing at least one of the selected image or the cognitive traits data in response to the portion of content submitted by the user being changed.