AUTOMATED SYSTEM FOR ADAPTING MARKET DATA AND PRODUCING METRIC VALUES

摘要

A system includes a server that implements a governing logic component and a production component. When implementing an evaluation service, the production component obtains time-dependent metric data that comprises a plurality of market transaction data sets that contain market reference data, including price data, for responsive items having attributes corresponding to attributes identified for a target item. The production component discovers at least one difference with respect to the set of attributes that define the target item, and contextually defines transaction-specific instructions for adapting the market reference data for the responsive item. An adjustment value applied to the market reference price data transforms the market reference data for the responsive item into normalized metric data for the target item, and produces, for the target item, one or more metric values that pertain to the at least one evaluation service, using, at least in part, the normalized metric data.