Patent ID: 7529740
Filing Date: 2009-05-05
Classification: G06F,Y10S

Abstract:
1. A computer-implemented method of organizing data sources, comprising: grouping, using a hyperclique mining algorithm, a plurality of items including at least input attributes, output attributes, and keywords from one or more sources into a plurality of cliques of highly correlated items, the input attributes and output attributes being query attributes appearing on web query forms, the web query forms being associated with deep web services; clustering, using a hierarchical agglomerative clustering algorithm, the plurality of cliques into one or more signatures; for each of the one or more signatures, constructing a graph representation of a plurality of communities, the graph representation including at least a plurality of vertices representing the plurality of communities respectively and one or more edges connecting the plurality of vertices, the one or more edges representing at least one or more input attributes or output attributes or combination thereof that are shared between the communities represented in the connecting vertices; and navigating the graph representation including at least one of: wherein data associated with deep web services may be stored, modeled, and analyzed to obtain knowledge to navigate, explore and query web services.