Abstract: A method includes identifying, by a processing device, a current media item to be processed. The method further includes processing, by the processing device, a plurality of labeled media items to identify labeled media items that each includes at least one segment that is similar to one of a plurality of segments of the current media item. The method further includes determining, by the processing device, properties of the current media item and the identified labeled media items. The method further includes predicting, by the processing device and based on the properties of the current media item and the identified labeled media items, a media item prediction value for the current media item. The method further includes causing, by the processing device, the current media item to be processed based on the media item prediction value.

Abstract: Implementations disclose methods and systems for using Bayesian inference to predict review decisions in a match graph. A method includes identifying a current media item to be processed; processing labeled media items to identify labeled media items that include at least one respective segment that is similar to one of segments of the current media item; for each of the segments of the current media item, generating a segment prediction value indicating a particular property associated with a corresponding segment of the current media item based on properties associated with respective labeled media items that each include a respective segment similar to the corresponding segment; calculating a media item prediction value for the current media item based on a generated segment prediction value of each of the segments of the current media item; and causing the current media item to be processed based on the calculated media item prediction value.

Abstract: Implementations disclose methods and systems for using Bayesian inference to predict review decisions in a match graph. A method includes identifying a current media item to be processed; processing labeled media items to identify labeled media items that include at least one respective segment that is similar to one of segments of the current media item; for each of the segments of the current media item, generating a segment prediction value indicating a particular property associated with a corresponding segment of the current media item based on properties associated with respective labeled media items that each include a respective segment similar to the corresponding segment; calculating a media item prediction value for the current media item based on a generated segment prediction value of each of the segments of the current media item; and causing the current media item to be processed based on the calculated media item prediction value.