NEWS FEED

摘要

Systems and methods for selecting items of interest for an organization from a set of feeds, based on the interests that users have demonstrated through their interactions with existing content, are described herein. In some embodiments, the system is part of a content management service that allows users to add and organize files, media, links, and other information. The content can be uploaded from a computer, imported from cloud file systems, added via links, or pulled from various kinds of feeds.

主权项

1. A computer-implemented method of identifying information of interest within an organization, the method comprising:
determining use data that characterizes relationships among a plurality of information items; for each of a plurality of users associated with the organization, training at least one classifier for the user associated with the organization, wherein the training comprises:
selecting a proper subset of the plurality of information items;for each of the selected information items,
receiving, from the user associated with the organization, feedback related to the selected information item, andfor each of a plurality of tokens associated with the selected information item,
attributing a score to the token based at east in part on the received feedback, andstoring the attributed score; receiving an indication of a first group of two or more information items within the organization, wherein the first group of two or more information items within the organization includes at least two information items not included in the selected proper subset of the plurality of information items; and for each of a plurality of information items of the first group of two or more information items within the organization, for each of a plurality of users associated with the organization,
determining whether the user is likely to find the information item interesting based at least in part on at least one trained classifier, andproviding, for display, an indication of at least one information item of the first group of two or more information items within the organization that the user is likely to find interesting.