Systems and methods for presenting ranked search results

• US 10,409,822 B2
• Filed: 04/28/2015
• Issued: 09/10/2019
• Est. Priority Date: 05/06/2014
• Status: Active Grant

• Current Assignee: Shutterstock Incorporated
• Original Assignee: Shutterstock Incorporated
• Inventors: Becker, Chris, Kroner, David, Blaurock, Steve
• Primary Examiner(s): Yen, Syling
• Application Number:
  US14/697,914
• Publication Number:
  US 20150324365A1
• Time in Patent Office: 1,596 Days
• Field of Search: 707706, 707722, 707736, 707758, 707781
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 16/248 Presentation of query results
• CPC Class Codes: G06F 16/313 Selection or weighting of terms for indexing
• CPC Class Codes: G06F 16/5838 using colour
• CPC Class Codes: G06F 16/5866 using information manually generated, e.g. tags, keywords, comments, manually generated location and time information

Abstract

A method and system for ranking images in response to a user presenting search criteria on a user interface of a computing device, comprising (1) searching a first database to locate a set of pertinent images satisfying the search criteria, (2) extracting a set of suggested color palettes from the set of images, (3) processing each color palette from the set of suggested color palettes by iteratively performing the following operations: (a) identifying a next color palette, (b) identifying a set of images from which the next color palette is extracted from, (c)) determine a set of parameters of a first set of operations, and (d) ascertaining an image rank measure for each image from the set of images by performing the first set of operations, and (4) generating a ranked display of the set of images based on the image rank measure.

Claims

1. A method for ranking images comprising:

receiving user search criteria from a user interface of a computing device;

searching a first database to locate a set of pertinent images satisfying the search criteria;

extracting a set of suggested color palettes from the set of pertinent images;

ascertaining an image rank measure for each image from a set of images from which each color palette is extracted from based on an aggregate of customer satisfaction scores associated with each keyword associated with each image in the set of images, aggregate download count for each keyword associated with each image from the set of images, aggregate color volume count for each image from the set of images, or aggregate color weight count for each image from the set of images; and

generating for placement on the user interface a ranked display of the set of images associated with the set of suggested color palettes based on the image rank measure,

wherein the user interface is divided into separate portions before placement of the images from the set of images, each portion having an associated priority value, and

wherein generating the ranked display of the set of images comprises placing images from the set of images have a higher image rank measure in a portion of the user interface having a higher associated priority value.

2. The method of claim 1, further comprising the step of maintaining in the first database:

an image representation, a set of keywords associated with the image, a customer behavior score for each keyword in the set of keywords, and a list of keywords previously used to locate the image.

3. The method of claim 1, further comprising the step of maintaining in the first database a download count for each keyword associated with each image from the set of images, wherein the download count for a given keyword associated with a given image indicates the number of times the given image was downloaded by customers conducting image search for the given image using the given keyword.

4. The method of claim 1, wherein the first database further comprises a total number of downloads count for each image from the set of images, wherein the total number of downloads count for a given image indicates the number of times the given image has been downloaded by customers since the image was added to the first database.

5. The method of claim 1, further comprising the step of maintaining in the first database a color volume count for an individual color for each image from the set of images, wherein the color volume count for an image indicates the percentage of the image that is covered by the individual color.

6. The method of claim 1, wherein the first database further comprises a color weight count for an individual color for each image from the set of images.

7. The method of claim 1, further comprising the step of maintaining in the first database an age count for each image from the set of images, wherein the age count for a given image indicates the time when the given image added to the first database.

8. The method of claim 7, wherein the image rank measure for each image is further ascertained by ranking individual images based on the age count of the individual images.

9. A system for ranking images comprising:

a memory comprising instructions;

one or more processors configured to execute the instructions to;

receive user search criteria from a user interface of a computing device;

search a first database to locate a set of pertinent images satisfying the search criteria;

extract a set of suggested color palettes from the set of pertinent images;

ascertain an image rank measure for each image from a set of images from which each color palette is extracted from based on an aggregate of customer satisfaction scores associated with each keyword associated with each image in the set of images, aggregate download count for each keyword associated with each image from the set of images, aggregate color volume count for each image from the set of images, or aggregate color weight count for each image from the set of images; and

generate for placement on the user interface a ranked display of the set of images associated with the set of suggested color palettes based on the image rank measure,

wherein the user interface is divided into separate portions before placement of the images from the set of images, each portion having an associated priority value, and

wherein generating the ranked display of the set of images comprises placing images from the set of images have a higher image rank measure in a portion of the user interface having a higher associated priority value.

10. The system of claim 9, wherein the one or more processors are further configured to maintain in the first database:

an image representation, a set of keywords associated with the image, a customer behavior score for each keyword in the set of keywords, and a list of keywords previously used to locate the image.

11. The system of claim 9, wherein the one or more processors are further configured to maintain in the first database a download count for each keyword associated with each image from the set of images, wherein the download count for a given keyword associated with a given image indicates the number of times the given image was downloaded by customers conducting image search for the given image using the given keyword.

12. The system of claim 9, wherein the first database comprises a total number of downloads count for each image from the set of images, wherein the total number of downloads count for a given image indicates the number of times the given image has been downloaded by customers since the image was added to the first database.

13. The system of claim 9, wherein the one or more processors are further configured to maintain in the first database a color volume count for an individual color for each image from the set of images, wherein the color volume count for an image indicates the percentage of the image that is covered by the individual color.

14. The system of claim 9, wherein the first database comprises a color weight count for an individual color for each image from the set of images.

15. The system of claim 9, wherein the one or more processors are further configured to maintain in the first database an age count for each image from the set of images, wherein the age count for a given image indicates the time when the given image added to the first database.

16. The system of claim 15, wherein the image rank measure for each image is further ascertained by ranking individual images based on the age count of the individual images.