Tag selection, clustering, and recommendation for content hosting services
AssigneedeviantArt, Inc.
InventorsAndrew Simz Arneson McCann, Roger David Donaldson
Life of this patent
Estimating the term…
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AssigneedeviantArt, Inc.
InventorsAndrew Simz Arneson McCann, Roger David Donaldson
Estimating the term…
Content object tags at a content hosting service are used to classify stored content objects. Tags and clusters of tags (groups of one or more associated tags) can be recommended to a user of the content hosting service based on a user context, such as the browsing, viewing, uploading, or searching of content objects. Tags are scored based on content objects tagged with the tags in a targeted subset of content objects and a baseline subset of content objects, and based on the relevance of the content objects tagged with the tags. These tag scores can be weighted, and one or more tags can be selected for recommendation based on the weighted tag scores. Tag clusters can be selected for recommendation using a cluster hierarchy and determining whether a targeted subset of tags occur within a maximum number of tag clusters at a particular hierarchy level.
A computer implemented method of selecting content object tags for recommendation to a user of a content hosting service, the method comprising:
A non-transitory computer-readable storage medium having executable computer program instructions embodied therein for selecting content object tags for recommendation to a user of a content hosting service, the computer program instructions configured to, when executed, cause a computer to:
A computer system for selecting content object tags for recommendation to a user of a content hosting service, the system comprising:
A computer implemented method of selecting content object tags for recommendation to a user of a content object hosting service, the method comprising:
Dependencies are inferred from the claim text.