15. A computer-based method for comparing a plurality of data objects comprising the steps of: providing a plurality of first data objects; providing a plurality of second data objects; providing at least one third object; applying a topic model technique to the plurality of first data objects, the plurality of second data objects and the at least one third data object creating a topic model; the topic model technique further comprises pre-processing the plurality of first data object, the plurality of second data object and the at least one third data object whereby the data objects are normalized; grouping the plurality of second data objects creating a plurality of groupings; determining a first similarity of each of the plurality of first data objects and each of the plurality of groupings; determining a second similarity of the plurality of second data objects in each of the plurality of groupings; comparing the first similarity and the second similarity to determine a plurality of optimum similarities of the plurality of first data objects and the plurality of groupings; and representing the plurality of optimum similarities.
15. A computer-based method for comparing a plurality of data objects comprising the steps of: providing a plurality of first data objects; providing a plurality of second data objects; providing at least one third object; applying a topic model technique to the plurality of first data objects, the plurality of second data objects and the at least one third data object creating a topic model; the topic model technique further comprises pre-processing the plurality of first data object, the plurality of second data object and the at least one third data object whereby the data objects are normalized; grouping the plurality of second data objects creating a plurality of groupings; determining a first similarity of each of the plurality of first data objects and each of the plurality of groupings; determining a second similarity of the plurality of second data objects in each of the plurality of groupings; comparing the first similarity and the second similarity to determine a plurality of optimum similarities of the plurality of first data objects and the plurality of groupings; and representing the plurality of optimum similarities. 18. The computer-based method of claim 15 wherein the step of determining the first similarity and the second similarity comprises applying at least one similarity metric.