Patent ID: 11914651
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A computer system for classifying and filtering data, the computer system comprising:
one or more computer processors;
one or more computer readable storage media; and
stored program instructions on the one or more computer readable storage media for execution by the one or more computer processors, the stored program instructions comprising:
program instructions to train a classification neural network model using data associated with different content categories;
program instructions to use the classification neural network model to categorize a portion of a data segment according to content of the portion to identify a category;
program instructions to translate the category into an entry in a user content preference dictionary;
program instructions to correlate the portion with the user content preference dictionary;
program instructions to assign a content weight to the portion according to correlated entries in the user content preference dictionary;
program instructions to set a threshold value for the category;
program instructions to determine that the content weight falls below the threshold value, or falls at or above the threshold value; program instructions to mask from presentation, the portion having a content weight below a threshold value;
program instructions to present the portion having a content weight at or above the threshold value upon a display;
program instructions to adjust the threshold value according to user activities yielding an adjusted threshold value for the category; and
program instructions to present a portion having a content weight at or above the adjusted threshold value upon the display.