Method, system, and program for filtering content using neural networks
AssigneeInternational Business Machines Corporation
InventorJohn Jason Auvenshine
Life of this patent
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Abstract
Disclosed is a method, system, and program for filtering a data object for content deemed unacceptable by a user. A data object requested by a viewer program is received. The data object is processed to determine predefined language statements. Information on the determined language statements is inputted into a neural network to produce an output value. A determination is then made as to whether the output value indicates that the data object is unacceptable. Viewer program access to the data object is inhibited upon determining that the data object is unacceptable.
Claims42
A method for filtering a data object for content deemed unacceptable by an administrator for a protected user, comprising:
- receiving a data object requested by a viewer program;
- processing the data object to determine predefined language statements;
- inputting information on the determined language statements into a neural network to produce an output value,
- determining whether the output value indicates that the data object is unacceptable;
- and
- inhibiting the viewer program access to the data object upon determining that the data object is unacceptable.
A system for filtering a data object for content deemed unacceptable by an administrator for a protected user, comprising:
- means for receiving a data object requested by a viewer program;
- means for processing the data object to determine predefined language statements;
- means for inputting information on the determined language statements into a neural network to produce an output value,
- means for determining whether the output value indicates that the data object is unacceptable;
- and
- means for inhibiting the viewer program access to the data object upon determining that the data object is unacceptable.
An article of manufacture for filtering a data object for content deemed unacceptable by an administrator for a protected user, the article of manufacture comprising computer readable storage media including at least one computer program embedded therein that causes a computer to perform:
- receiving a data object requested by a viewer program;
- processing the data object to determine predefined language statements;
- inputting information on the determined language statements into a neural network to produce an output value,
- determining whether the output value indicates that the data object is unacceptable;
- and
- inhibiting the viewer program access to the data object upon determining that the data object is unacceptable.
Dependencies are inferred from the claim text.