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Personalized recommendations based on item usage

  • US 8,914,399 B1
  • Filed: 06/14/2013
  • Issued: 12/16/2014
  • Est. Priority Date: 03/09/2011
  • Status: Active Grant
First Claim
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1. A method of recommending personalized computer applications to users, the method comprising:

  • accessing usage data associated with a mobile computing device of a user, the usage data reflecting a degree of usage by the user of a plurality of user applications installed on the mobile computing device;

    identifying related applications that are related to the user applications in a usage associations data set, the usage associations data set comprising a graph having nodes that represent the related applications and weighted edges having first weights that are based at least on a degree of similar usage of the related applications by a plurality of users;

    weighting the related applications with second weights that are based at least in part on the degree of usage by the user of each of the user applications to which the related applications are related in the usage associations data set, wherein said weighting causes the related applications that are related to the user applications used more frequently by the user to have greater second weights than the related applications related to the user applications used less frequently by the user; and

    selecting a subset of the related applications for presentation as recommendations to the user based at least in part on the second weights;

    wherein at least said identifying is performed by one or more processors.

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