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Building a Topical Learning Model in a Content Management System

  • US 20160147891A1
  • Filed: 11/25/2014
  • Published: 05/26/2016
  • Est. Priority Date: 11/25/2014
  • Status: Active Grant
First Claim
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1. A method for recommending a topic to a user of a content management system, the method comprising:

  • receiving a plurality of topics extracted from documents of the content management system;

    generating pairings between the received topics, a pairing between two topics generated responsive to the two topics appearing in proximity to one another in one or more of the documents;

    determining a complexity of each received topic;

    generating a progression of the topics based on the complexity of the topics and the pairings between the topics, the progression comprising a sequential ordering of paired topics in which a topic in the ordering has a higher complexity than a preceding topic; and

    responsive to a user of the content management system accessing content associated with a topic in the progression, recommending a next topic in the progression to the user.

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