Patent ID: 11868421
Assignee: nan
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. A computer implemented method for modifying hypermedia requests using a trained artificial neural network, the method comprising:
receiving a hypermedia request by a content transfer component from a requesting application for hypermedia from a first information source component, wherein the hypermedia request is in the form of a Uniform Resource Locator (URL) and zero or more user cookies;
obtaining RGB pixel color data from the first information source component using a content transfer component;
providing information about the hypermedia request and RGB pixel color data to an analysis system containing a trained artificial neural network having one or more hidden nodes and one or more hidden layers capable of evaluating the information from the first information source component;
upon the analysis system receiving RGB pixel color data:
dithering the RGB pixel color data to a color palette;
creating inputs to the artificial neural network using the dithered pixels;
evaluating the artificial neural network using a sigmoid activation function;
categorize the output value from the evaluation of the artificial neural network;
and returning data to the content transfer component based on the category of the output value;

upon the content transfer tool receiving a modified hypermedia request:
connecting to a second information source component;
retrieving the resulting response from the second information source component;
and returning the response to the requesting application;

and upon the analysis system determining no modifications to the hypermedia request, retrieving the requested hypermedia from the first information source component and returning the response to the requesting application.