Dynamic valuation system using object relationships and composite object data

A computer implemented method to generate a solution for determining a value for one or more base data objects stored in a memory using data indicative of a level of activity and a number of sources for each of a plurality of composite data objects stored in the memory transacted by a transaction system processor, the plurality of composite data objects including the one or more base data objects, the method comprising:

• identifying, by a processor in communication with the memory, from the set of base data objects, a first core data object therein, the core data object including object value data corroborated by a plurality of external sources;
• receiving, from the transaction system processor, the data indicative of the level of activity and the number of sources for each of the plurality of composite data objects;
• generating, by the processor, a ranking value for each of the plurality of composite data objects as a function of the data indicative of the level of activity and the number of sources;
• generating, by the processor and storing in the memory, a weighted graph comprising the plurality of composite data objects, the one or more base data objects, the first core data object, and the ranking value of the each of the composite data objects;
• generating, by the processor and storing in the memory, a first maximum spanning tree of the weighted graph;
• and
• generating, by the processor and storing in the memory, from the first maximum spanning tree, a first subset of the plurality of composite data objects used to determine the value of one or more base data objects.

A computer system configured to select from a set of composite data objects transacted by a transaction system processor and stored in a memory, an optimal subset of composite data objects used to determine a value for a base data object, the computer system comprising:

• an identification processor, coupled to the memory, configured to identify from the set of base data objects, a core data object therein, the core data object including object value data corroborated by a plurality of external sources;
• a solutions module, coupled to the identification processor and the memory, configured to generate and store in the memory from the set of composite data objects a first subset of composite data objects comprising at least a first composite data object including the particular base data object and a second composite data object including the core data object;
• the solutions module further configured to generate and store in the memory from the set of composite data objects a second subset of composite data objects comprising at least a third composite data object including the particular base data object and a fourth composite data object including the core data object;
• a receiver, coupled to the solutions module, configured to receive from the transaction system processor, data indicative of a level of activity and a number of sources for each of a plurality of composite data objects in the first subset and second subset of composite data objects;
• an evaluator, coupled to the receiver and solutions module, configured to derive a ranking value for the first and second subsets based on the number of sources and the data indicative of the level of activity;
• the evaluator further configured to select and store in the memory either the first subset or second subset based on the ranking value.

A computer system configured to generate a solution for determining a value for one or more base data objects store in a memory using data indicative of a level of activity and a number of sources for each of a plurality of composite data objects stored in the memory and transacted by a transaction system processor, the plurality of composite data objects including the one or more base data objects, the computer system comprising:

• an identification module configured to identify from the set of base data objects, a first core data object therein, the core data object including object value data corroborated by a plurality of external sources;
• a receiver configured to receive, from the transaction system processor, the data indicative of the level of activity and the number of sources for each of the plurality of composite data objects;
• an evaluator configured to generate a ranking value for each of the plurality of composite data objects as a function of the data indicative of the level of activity and the number of sources;
• the evaluator further configured to generate and store in the memory a weighted graph comprising the plurality of composite data objects, the one or more base data objects, the first core data object, and the ranking value of the each of the composite data objects;
• the evaluator further configured to generate and store in the memory a first maximum spanning tree of the weighted graph and generate from the first maximum spanning tree, a first subset of the plurality of composite data objects used to determine the value of one or more base data objects.

A computer system configured to select from a set of composite data objects transacted by a transaction system processor, an optimal subset of composite data objects used to determine a value for a base data object, the computer system comprising:

• means for identifying from the set of base data objects, a core data object therein, the core data object including object value data corroborated by a plurality of external sources;
• means for generating from the set of composite data objects a first subset of composite data objects comprising at least a first composite data object including the particular base data object and a second composite data object including the core data object;
• means for generating from the set of composite data objects a second subset of composite data objects comprising at least a third composite data object including the particular base data object and a fourth composite data object including the core data object;
• means for receiving data indicative of a level of activity and a number of sources for each of a plurality of composite data objects in the first subset and second subset of composite data objects;
• means for scoring the first subset and the second subset using the plurality of values;
• and
• means for deriving a ranking value for the first and second subsets based on the number of sources and the data indicative of the level of activity means for calculating the value of the base data object as a function of the selected subset.