CPC G06N 5/048 (2013.01) [G06F 16/00 (2019.01); G09B 29/106 (2013.01); H04W 12/40 (2021.01)] | 20 Claims |
1. A computing system for moderating user-generated content, the computing system comprising:
one or more processors; and
one or more non-transitory computer-readable media that collectively store instructions that, when executed by the one or more processors, cause the computing system to perform operations, the operations comprising:
obtaining a proposed user-generated content associated with a feature for inclusion in an online database;
obtaining metadata associated with a user providing the proposed user-generated content, wherein the metadata comprises information associated with previous user interactions;
accessing a reliability engine comprising one or more machine-learned models configured to determine a score indicative of a probability that unreliable information has been provided;
providing the proposed user-generated content to the one or more machine-learned models of the reliability engine;
receiving as an output of the one or more machine-learned models of the reliability engine, and in response to receipt of the proposed user-generated content, an unreliability score indicative of a probability that the user having proposed the user-generated content has provided unreliable information; and
determining to implement an action on the proposed user-generated content based on the metadata associated with the user and the unreliability score as compared to one or more thresholds.
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