US 2023/0054747 A1 · Automatic Generation of Preferred Views for Personal Content Collections

Abstract

A computer system obtains access to a content collection that includes a plurality of content items. For each of the content items, the computer system determines user access history and context associated with the access history. The system builds a classifier characterizing a user access pattern of the content items. The system constantly monitors in real-time environmental parameters of the user. It infers a current context of the user based on the environmental parameters. In accordance with the current context, for each of the content items, the system extracts numeric feature values, evaluates the item using the classifier, and determines a score for the item. The system identifies in real-time a subset of the content items that is most relevant to the current context. The system further generates a preferred view of the subset and causes the preferred view to be delivered to a mobile device.

Claims20

Dependent claims

A content management method, comprising:

at a computer system including one or more processors and memory storing programs for execution by the one or more processors:
obtaining access to a plurality of content items, each content item having a respective type, respective user access history, and respective historic context;
characterizing a user access pattern based on the respective user access history and historic context of each content item;
and
while monitoring environmental parameters of a user, in real time:
inferring a current context of the user based on the environmental parameters;
in accordance with the current context and the user access pattern, identifying a subset of content items having a highest likelihood of user access among the plurality of content items;
and
causing to be delivered to, and displayed on, a mobile device a preferred view of the subset of content items.

6 more elements

A computer system, comprising:

one or more processors;
and
memory storing one or more programs to be executed by the one or more processors, the one or more programs comprising instructions for:
obtaining access to a plurality of content items, each content item having a respective type, respective user access history, and respective historic context;
characterizing a user access pattern based on the respective user access history and historic context of each content item;
and
while monitoring environmental parameters of a user, in real time:
inferring a current context of the user based on the environmental parameters;
in accordance with the current context and the user access pattern, identifying a subset of content items having a highest likelihood of user access among the plurality of content items;
and
causing to be delivered to, and displayed on, a mobile device a preferred view of the subset of content items.

8 more elements

Dependencies are inferred from the claim text.

Automatic Generation of Preferred Views for Personal Content Collections

Life of this patent

Automatic Generation of Preferred Views for Personal Content Collections

Life of this patent

Abstract

Claims20