System and Method to Determine the Validity of an Interaction on a Network
First Claim
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1. A method for classifying a user interaction on a network, comprising:
- identifying a user interaction on a network;
collecting a user interaction data relating to the user interaction on the network wherein the user interaction data comprises an aggregate measure data and a unique feature data;
processing the user interaction data to generate a value score for the interaction; and
determining a classification of the user interaction based on the value score.
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Abstract
A system and method are disclosed for classifying a user interaction on a network. A user interaction is identified on a network and user interaction data is collected relating to the user interaction on the network. The user interaction data includes an aggregate measure data and a unique feature data. The user interaction data is processed to generate a value score for the interaction. A classification of the user interaction is determined based on the value score.
51 Citations
25 Claims
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1. A method for classifying a user interaction on a network, comprising:
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identifying a user interaction on a network;
collecting a user interaction data relating to the user interaction on the network wherein the user interaction data comprises an aggregate measure data and a unique feature data;
processing the user interaction data to generate a value score for the interaction; and
determining a classification of the user interaction based on the value score. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A method for monitoring user interactions on a network, comprising:
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identifying a user interaction on a network;
collecting a user interaction data relating to the user interaction on the network wherein the user interaction data comprises an aggregate measure data and an unique feature data;
processing the user interaction data to generate a set of user interaction inputs;
generating a value score by applying a model to the user interaction inputs;
determining a classification of the user interaction based on the value score; and
handling the user interaction based on the classification of the interaction. - View Dependent Claims (17, 18, 19, 20, 21, 22)
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23. A method for classifying a user interaction on a network, comprising:
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identifying a dataset corresponding to a set of user interactions on a network;
processing the dataset to generate a set of inputs;
generating a model from the set of inputs;
identifying a current user interaction on the network;
collecting a current user interaction data relating to the current user interaction on the network wherein the current user interaction data comprises an aggregate measure data and an unique feature data;
processing the current user interaction data to generate a set of current user interaction inputs;
generating a value score by applying the model to the set of current user interaction inputs; and
determining a classification of the user interaction based on the value score.
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24. The method of claim 24 further comprising reassessing the model.
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25. A system for generating scores relating to interactions on a network, comprising:
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a memory to store a model, a dataset, a set of inputs, a current interaction data and a set of current interaction inputs;
an interface operatively connected to the memory to collect the current interaction data from a current interaction on a network; and
a processor operatively connected to the memory and the interface, which processes the dataset to identify the set of inputs, generates the model from the set of inputs, processes the current interaction data to generate the set of current interaction inputs, and generates a value score signifying a likelihood of the current user interaction being valid by applying the model to the set of current interaction inputs.
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Specification