Method and system for data mining layers

Abstract

Data mining tools often require users to learn arcane query syntax and complex user interfaces in order to compose data mining queries. A 'stratigraph' is a data mining tool that enables non-programmers to explore data by visually assembling queries through direct manipulation and rendering query results in “layers”. Each layer—one for each predicate of a query—can be subsequently filtered by selecting a value from the current layer. Selecting a value in a layer expands the layer to produce a higher layer based on the selected value, all previous layer predicates, and the next user-specified predicate. As exploration continues upward, layers build on top of each other, forming query “spires” that become visual query landmarks. This interactive exploration process is evocative of how geologists decode the story of rock formations by analyzing how strata evolve. Hence the name “stratigraph” is an homage to this science of stratigraphy.