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Surfaid predictor: web-based system for predicting surfer behavior

  • US 6,338,066 B1
  • Filed: 09/25/1998
  • Issued: 01/08/2002
  • Est. Priority Date: 09/25/1998
  • Status: Expired due to Term
First Claim
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1. A method for dynamically generating views on web pages based on a log of user activities and site content information at a website, comprising:

  • recording a log of users'"'"' activities at a website, wherein the log is sessionalized for each user;

    classifying a plurality of web site items from each session into item groups;

    categorizing the item groups into at least three classifications, the classifications comprising features, actions, and behaviors;

    grouping the features and behaviors by the actions associated with the features and behaviors;

    producing a feature vector for each action occurrence in each session to describe a users behavior up to a point each action occurred;

    producing a behavioral vector for each action occurrence in each session to describe which item groups a predictive model will predict the users will select subsequent to each action; and

    training the predictive model to predict the user'"'"'s behavior and generate a behavior vector for a given a feature vector.

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