Patent attributes
There is a need for more effective and efficient cross-dataset field integration. In one example, a method comprises determining a primary integration feature vector for a primary dataset field; for each secondary dataset field of a plurality of secondary dataset fields, determining a secondary integration feature vector; determining, based at least in part on the primary integration feature vector and each secondary integration feature vector, an integration space; determining, for each secondary dataset field of the plurality of secondary dataset fields and based at least in part on the integration space, a distance measure between the primary dataset field and the secondary dataset field; determining, based at least in part on each distance measure between the primary dataset field and a secondary dataset field of the plurality of secondary dataset fields, a predefined number of the plurality of secondary dataset fields; and performing the cross-dataset field integration based at least in part on the a predefined number of the plurality of secondary dataset fields.
