Normalizing content ratings of content forums

• US 20070174865A1
• Filed: 01/25/2006
• Published: 07/26/2007
• Est. Priority Date: 01/25/2006
• Status: Abandoned Application

• Current Assignee: Microsoft Technology Licensing LLC (Microsoft Corporation)
• Original Assignee: Microsoft Corporation
• Inventors: Ma, Wei-Ying, Zhang, Lei, Jing, Feng, Chen, Le
• Application Number:
  US11/339,326
• Publication Number:
  US 20070174865A1
• Time in Patent Office: Days
• US Class Current: 725/28
• CPC Class Codes: G06Q 30/06 Buying, selling or leasing transactions
• CPC Class Codes: H04N 21/252 Processing of multiple end-users' preferences to derive collaborative data
• CPC Class Codes: H04N 21/4756 for rating content, e.g. scoring a recommended movie
• CPC Class Codes: H04N 21/4826 using recommendation lists, e.g. of programs or channels sorted out according to their score
• CPC Class Codes: H04N 21/8405 represented by keywords

Abstract

A method and system for ranking content and providing a user interface for viewing the content is provided. The content system ranks content in a search result based on a combination of relevance of the content to a query and quality of the content. The content system may derive the quality of content by analyzing ratings provided by various content forums. The content system may use metadata provided by a content forum when searching for content that matches a query. The content system generates a rank score that combines the relevance and quality of the content and ranks the content according to the rank scores.

Claims

1. A computing system for generating a quality rating for items, comprising:

a component that collects ratings of items from various item forums;

a component that generates transforms for item forums based on ratings of duplicate items in different item forums to account for differences in ratings by the item forums; and

a component that transforms the ratings of the non-duplicate items based on the generated transforms.

2. The computing system of claim 1 including a component that scales ratings of different forums to a common scale.

3. The computing system of claim 2 wherein the common scale is based on a mode and a high percentile.

4. The computing system of claim 1 wherein the component that generates a transform for an item forum attempts to minimize the difference in ratings between the duplicate items of the item forum and a reference item forum.

5. The computing system of claim 4 wherein the transform is linear.

6. The computing system of claim 1 wherein the items are images.

7. The computing system of claim 6 including an image store that contains an indication of each image along with its transformed rating.

8. The computing system of claim 6 including an image store that contains an indication of each image along with its untransformed rating and a transform store containing transforms for the image forums.

9. The computing system of claim 1 including a component that displays indications of images in an order that is based on the transformed ratings.

10. A computing system for generating quality ratings for images, comprising:

a collection component that collects ratings of images from various image forums;

a generate transform component that generates a transform for each image forum based on differences in ratings of the various image forums as indicated by ratings of duplicate images in different image forums; and

a transform component that transforms the rating of an image of an image forum based on the generated transform for the image forum.

11. The computing system of claim 10 including a scale component that scales ratings of different image forums to a common scale before the transforms are generated.

12. The computing system of claim 11 wherein the common scale is based on a mode and a high percentile.

13. The computing system of claim 10 wherein the transform component generates a transform based on minimizing the difference in ratings between the duplicate images of an image forum and a reference image forum.

14. The computing system of claim 13 wherein the transform is linear.

15. The computing system of claim 10 including an image store that contains an indication of each image along with its transformed rating.

16. The computing system of claim 10 including a display component that displays indications of images in an order that is based on their transformed ratings.

17. A computer-readable medium containing instructions for controlling a computing system to generate quality ratings for images, by a method comprising:

providing ratings of images from various image forums;

scaling the ratings of different image forums to a common scale;

generating a transform for each image forum based on differences in scaled ratings of the various image forums as indicated by ratings of duplicate images in different image forums; and

transforming the ratings of an image of an image forum based on the generated transform for the image forum.

18. The computer-readable medium of claim 17 wherein the generating of a transform is based on minimizing the difference in ratings between the duplicate images of an image forum and a reference image forum.

19. The computer-readable medium of claim 17 including displaying indications of images in an order that is based on their scaled and transformed ratings.

20. The computer-readable medium of claim 19 wherein the order is further based on relevance of an image to a query.