G06N504
Please help me predict the CPC LABEL for this patentPATENT ABSTRACT: Various embodiments quantify herding effects in one or more collective rating systems. In one embodiment, a set of historical rating data associated with at least one rated entity and generated by a collective rating system is obtained. The set of historical rating data at least includes a sequence of ratings and a distribution of ratings in the sequence of ratings at each of a set of rating-levels. An optimal setting for each of a set of parameters and at least one function associated with a prediction-based model is calculated utilizing the set of historical rating data, where each of the optimal settings satisfies an optimization threshold. The prediction-based model is configured with the optimal setting for each of the set of parameters and at least one function. A set of modeling data is generated based on the configured prediction-based model and the set of historical rating data.