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  • US 10,042,944 B2
  • Filed: 06/18/2014
  • Issued: 08/07/2018
  • Est. Priority Date: 06/18/2014
  • Status: Active Grant
First Claim
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1. A method comprising:

  • accessing a target profile from profiles in an on-line social network system, the on-line social networking system maintaining a set of different attributes, an attribute from the set of different attributes corresponds to a characteristic of a member represented by a member profile from the profiles in the on-line social network system;

    generating, for the target profile, a profile feature vector, the profile feature vector has a number of dimensions equal to the number of items in the set of different attributes, each dimension corresponding to a respective attribute from the set of different attributes, each feature in the profile feature vector being either 1 or 0 to indicate a presence or an absence of an associated attribute in the target profile;

    extracting a plurality of phrases from the profiles in the on-line social network system;

    calculating, using at least one processor, for phrases from the plurality of phrases, respective ranking values based on the profile feature vector, a ranking value from the respective ranking values expresses probability of the phrase being included in the target profile; and

    including a phrase selected from the plurality of phrases based on its ranking value into a profile summary user interface generated for a member represented by the target profile.

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