PRESENTATION AND ORGANIZATION OF CONTENT

摘要

Embodiments are provided for organization and presentation of content. In some embodiments, a plurality of images and a plurality of similarity rules for image categorization are received. For each image in the plurality of images, that image and each remaining image from the plurality is compared by: applying each similarity rule to the image and a remaining image from the plurality to obtain a numeric result, and recording the numeric result for the pair of images in a numeric representation, the numeric representation embodying similarities. The numeric representation is used as a reference for clustering the plurality of images into clusters of similar images, and each image is stored with a marker denoting a cluster to which it has been assigned.

主权项

1. A method comprising:
at one or more computing devices comprising one or more processors and memory storing one or more computer programs executed to perform the method, performing operations comprising:
obtaining a first plurality of content items clustered into a first cluster, the first cluster associated with a first numeric representation representing one or more similarities identified among at least two content items of the first plurality of content items;obtaining a second plurality of content items clustered into a second cluster, the second cluster associated with a second numeric representation representing one or more similarities identified among at least two content items of the second plurality of content items;determining a cluster link density based at least upon the first numeric representation and the second numeric representation, the cluster link density representing one or more similarities identified among the first plurality of content items and the second plurality of content items; andbased on the cluster link density, forming a merged cluster by merging the first cluster and the second cluster.