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An industry standard data model, or simply standard data model, is a data model that is widely used in a particular industry. The use of standard data models makes the exchange of information easier and faster because it allows heterogeneous organizations to share an agreed vocabulary, semantics, format, and quality standard for data.
The Cross-industry standard process for data mining, known as CRISP-DM, [1] is an open standard process model that describes common approaches used by data mining experts. It is the most widely-used analytics model.
Data modeling techniques and methodologies are used to model data in a standard, consistent, predictable manner in order to manage it as a resource. The use of data modeling standards is strongly recommended for all projects requiring a standard means of defining and analyzing data within an organization, e.g., using data modeling:
Overview of a data-modeling context: Data model is based on Data, Data relationship, Data semantic and Data constraint. A data model provides the details of information to be stored, and is of primary use when the final product is the generation of computer software code for an application or the preparation of a functional specification to aid a computer software make-or-buy decision.
The Standard Relational Data Model, UnifiedPOS, ARTS XML and the Standard RFPs. It is a division of the National Retail Federation . These standards enable the rapid implementation of technology within the retail industry by developing standards to ease integration of software applications and hardware devices.
Retail (Data). While in some markets IBM Industry Models have become de facto standards, their purpose is not to standardize at the level of an industry, but to provide the basis for defining corporate standards. IBM's approach is to facilitate or embody the most important industry standards, which are most often data models or messaging formats.
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The Seabed Survey Data Model (SSDM) is an industry standard data model for how seabed survey data is stored and managed by oil and gas companies. The International Association of Oil & Gas Producers (IOGP) developed and published this standard in October 2011. [1] Many surveys have been successfully delivered in SSDM.