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A data steward is a role that ensures that data governance processes are followed and that guidelines are enforced, and recommends improvements to data governance processes. Data governance involves the coordination of people, processes, and information technology necessary to ensure consistent and proper management of an organization's data ...
The TDWI big data maturity model is a model in the current big data maturity area and therefore consists of a significant body of knowledge. [6] Maturity stages. The different stages of maturity in the TDWI BDMM can be summarized as follows: Stage 1: Nascent. The nascent stage as a pre–big data environment. During this stage:
It encompasses topics such as data architecture, security, quality, modelling, governance, [9] big data, data science, and more. [10] The DMBok includes the DAMA Data Wheel. The infographic represents the core data management practices having data governance as at its centre. The surrounding segments each represent a different aspect of data ...
Information governance is a term used in MIKE2.0. The governance model provides assessment tools, information standards, organizational structures and roles and responsibilities in relation to managing information assets. Governance 2.0 is another term used, along with Enterprise 2.0 techniques and technologies.
The Open Group Architecture Framework (TOGAF) is the most used framework for enterprise architecture as of 2020 [2] that provides an approach for designing, planning, implementing, and governing an enterprise information technology architecture. [3] TOGAF is a high-level approach to design.
A review and critique of data mining process models in 2009 called the CRISP-DM the "de facto standard for developing data mining and knowledge discovery projects." [ 16 ] Other reviews of CRISP-DM and data mining process models include Kurgan and Musilek's 2006 review, [ 8 ] and Azevedo and Santos' 2008 comparison of CRISP-DM and SEMMA. [ 9 ]
The central actors in the data economy are data controllers (also called “data holders”). [9] They are in a position to access the data and decide for which purposes and means this data should be processed. [10] A controller may exercise control all by itself or share it with co-controllers, such as under a data pooling arrangement. [11]
The Data Governance Act (DGA) is a regulation by the European Union that aims to create a framework which will facilitate data-sharing. [ 1 ] [ 2 ] The proposal was first announced within the 2020 European strategy for data and was officially presented by Margrethe Vestager in 25 November 2020. [ 3 ]