Automatic moderation of online content
AssigneeAdobe Systems Incorporated
InventorsBalaji Vasan Srinivasan, Anandhavelu N, Kannan Iyer, Shankar Srinivasan
Life of this patent
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Abstract
Techniques are disclosed for automatically modeling and predicting moderator actions for online content. A model can be generated or updated based on the content received and the action or actions taken by the moderator in response to receiving the content. The model can be used to automatically predict which action, or combination of actions, are likely to be taken by the moderator when new content is received, and suggest those action(s) to the moderator. These suggestions can, among other things, simplify and speed up the decision-making process for the moderator.
Claims20
A computer-implemented method comprising:
- receiving first electronic content from a user computing device and an input representing an action taken by a moderator with respect to the first electronic content, the moderator being tasked with monitoring the first electronic content and facilitating further disposition of the first electronic content via the action taken;
- extracting a feature from the first electronic content;
- and
- generating or updating a predictive model based on the feature and the input, the predictive model configured to model a dependence of the action on a presence of the feature.
A system comprising:
- a storage;
- and
- a processor operatively coupled to the storage and configured to execute instruction stored in the storage that when executed cause the processor to carry out a process comprising:
- receiving first electronic content from a user computing device and an input representing an action taken by a moderator with respect to the first electronic content, the moderator being tasked with monitoring the first electronic content and facilitating further disposition of the first electronic content via the action taken;
- extracting a feature from the first electronic content;
- and
- generating or updating a predictive model based on the feature and the input, the predictive model configured to model a dependence of the action on a presence of the feature.
A non-transient computer program product having instructions encoded thereon that when executed by one or more processors cause a process to be carried out, the process comprising:
- receiving first electronic content from a user computing device and an input representing an action taken by a moderator with respect to the first electronic content, the moderator being tasked with monitoring the first electronic content and facilitating further disposition of the first electronic content via the action taken;
- extracting a feature from the first electronic content;
- and
- generating or updating a predictive model based on the feature and the input, the predictive model configured to model a dependence of the action on a presence of the feature.
Dependencies are inferred from the claim text.