AUTOMATED ANALYSIS SYSTEM FOR MODELING ONLINE BUSINESS BEHAVIOR AND DETECTING OUTLIERS
First Claim
1. A method, comprising:
- identify events for web sessions;
generating a model from the events;
identifying outliers against the model; and
generating reports identifying the events based on a significance of the events to the outliers.
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Accused Products
Abstract
A two-module system is created for automated web activity monitoring. A model is generated and model outliers are identified by the first module of the system. Reports are generated that identify the events based on their significance to the outliers. The model may be automatically and periodically regenerated for different historical time periods of the web sessions. New groups of events may be periodically extracted from new web sessions and applied to the previously generated model by the second module of the system. Model outliers may be identified from the new groups of events. The new events may be analyzed and reported to a web session operator based on their contribution to any identified outliers. Even if no outliers are detected, the new events having a most significant impact on web session operating conditions may be identified and reported in real-time.
30 Citations
23 Claims
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1. A method, comprising:
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identify events for web sessions; generating a model from the events; identifying outliers against the model; and generating reports identifying the events based on a significance of the events to the outliers. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. An apparatus, comprising:
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a memory configured to archive web session events for web sessions; logic circuitry configured to; extract the web session events from the memory; generate a model for the web sessions from the web session events; and identify how the web session events impact the web sessions based on the model for the web sessions. - View Dependent Claims (13, 14, 15, 16)
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17. A method, comprising:
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identifying network events for a network session, the network events including webpage data transmitted over a network between a web server and a user device during the network session; identifying user interface events associated with the network session, the user interface events including user inputs for interacting with the webpage data; generating a model for the network session from the network events and the user interface events; and using the model to identify how the network events and user interface events impact operation of the network session. - View Dependent Claims (18, 19, 20, 21, 22, 23)
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Specification