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The existing approach to organizing big data processing requires the analyst to understand the set of initial data. This understanding presupposes the presence of knowledge not only about the list of available characteristics, their fullness, noisiness, etc., but also about the nature of their occurrence - the semantics of the data. Big data semantics can be represented using context. The context in the project refers to the activity in which the data is used or because of which was obtained. Applied scientific ap...

The data warehouse in the information system is intended to reflect the changing part of the domain model. In classical information systems, this part includes data values, and the storage, implemented as a database, and the system itself can be considered static in time objects. Modern conditions for the functioning of information systems are characterized by the requirement for the possibility of modifying the functionality of the system at the stage of its operation. In this regard, not only data values, but al...