A method for using hybrid data within a cognitive information processing system environment comprising: receiving data from a plurality of data sources, the plurality of data sources comprising a public data source and a private data source, the public data source comprising publicly available travel information, the private data source comprising privately managed, company specific travel information; accessing information from the plurality of data sources via a cognitive data management module; and, providing the information to an inference and learning system.
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