Methods and systems for selecting and presenting content based on dynamically identifying microgenres associated with the content

摘要

A method of selecting and presenting content based on learned user preferences is provided. The method includes providing a content system including a set of content items organized by genre characterizing the content items, and wherein the set of content items contains microgenre metadata further characterizing the content items. The method also includes receiving search input from the user for identifying desired content items and, in response, presenting a subset of content items to the user. The method further includes receiving content item selection actions from the user and analyzing the microgenre metadata within the selected content items to learn the preferred microgenres of the user. The method includes, in response to receiving subsequent user search input, selecting and presenting content items in an order that portrays as relatively more relevant those content items containing microgenre metadata that more closely match the learned microgenre preferences of the user.

主权项

1. A user-interface method of selecting and presenting a collection of content items in which the presentation is ordered at least in part based on learning preferred microgenres of content of a user as contained in content items selected by the user, the method comprising:
providing access to a content system including a set of content items organized by genre information that characterizes content items of the set of content items, wherein the set of content items contains microgenre metadata further characterizing the content items of the set of content items; receiving input for identifying desired content items of the set of content items; in response to the input, presenting a subset of the set of content items; receiving actions from the user selecting content items from the subset of the set of content items; analyzing microgenre metadata within the selected content items to learn preferred microgenres of the user; selecting and ranking a collection of content items, wherein content items of the collection of content items containing microgenre metadata matching relatively more learned microgenre preferences of the user are ranked more highly than other content items of the collection of content items containing microgenre metadata matching relatively less learned microgenre preferences of the user; and presenting the ranked collection of content items on a display device in an order reflecting the ranking of the content items of the collection of content items.