Abstract: Various methods, apparatuses/systems, and media for generating a data structure are provided. A database stores a historic version of taxonomy data and a new version of taxonomy data. A processor, operatively connected to the database, accesses the database and analyzes the historic version of taxonomy data and the new version of taxonomy data. The processor determines what changes have been made in connection with a particular reference data based on analyzing the historic version of taxonomy data and the new version of taxonomy data; creates, based on determining, an association between the historic version of taxonomy data and the new version of taxonomy data corresponding to said particular reference data; generates consistent metadata from said association; and generates a data structure that illustrates history of evolution of taxonomy in connection with said particular reference data based on the metadata.

Abstract: Various methods, apparatuses/systems, and media for application of an N-dimensional hypercube datatype for automatically generating a data structure are provided. A database stores a plurality of data each associated with a corresponding application and each including metadata describing information about the data. A processor creates taxonomies describing data concepts associated with the metadata and store the taxonomies onto the database; receive the metadata and the taxonomies from the database via a communication network; automatically generate a cube set including a set of N-dimensional hypercubes from the received metadata to represent the metadata describing the information about the data; automatically generate a map from the cube set to express data quality checks and rules that apply to nodes in the map; and apply the data quality checks and rules to the received metadata to automatically generate a data structure.

Abstract: Various methods, apparatuses/systems, and media for generating a data structure are provided. A database stores a historic version of taxonomy data and a new version of taxonomy data. A processor, operatively connected to the database, accesses the database and analyzes the historic version of taxonomy data and the new version of taxonomy data. The processor determines what changes have been made in connection with a particular reference data based on analyzing the historic version of taxonomy data and the new version of taxonomy data; creates, based on determining, an association between the historic version of taxonomy data and the new version of taxonomy data corresponding to said particular reference data; generates consistent metadata from said association; and generates a data structure that illustrates history of evolution of taxonomy in connection with said particular reference data based on the metadata.

Abstract: Various methods, apparatuses/systems, and media for application of an N-dimensional hypercube datatype for automatically generating a data structure are provided. A database stores a plurality of data each associated with a corresponding application and each including metadata describing information about the data. A processor creates taxonomies describing data concepts associated with the metadata and store the taxonomies onto the database; receive the metadata and the taxonomies from the database via a communication network; automatically generate a cube set including a set of N-dimensional hypercubes from the received metadata to represent the metadata describing the information about the data; automatically generate a map from the cube set to express data quality checks and rules that apply to nodes in the map; and apply the data quality checks and rules to the received metadata to automatically generate a data structure.