The DAMA Dictionary of Data Management (2nd edition) includes over 2000 terms defining a common data management vocabulary for IT professionals, data stewards and business leaders. Over 40 topics including finance and accounting, knowledge management, architecture, data modeling, XML, and analytics.
The Dama Guide To The Data Management Body Of Knowledge Pdf Download
More and more data is becoming available and is being combined which results in a need for data governance - the exercise of authority, control, and shared decision making over the management of data assets. Data governance provides organizations with the ability to ensure that data and information are managed appropriately, providing the right people with the right information at the right time. Despite its importance for achieving data quality, data governance has received scant attention by the scientific community. Research has focused on data governance structures and there has been only limited attention given to the underlying principles. This paper fills this gap and advances the knowledge base of data governance through a systematic review of literature and derives four principles for data governance that can be used by researchers to focus on important data governance issues, and by practitioners to develop an effective data governance strategy and approach.
Enter the world of data management. Here are the essentials about data management, including models, software, implementation, data sharing and more. This article is also available as a download, Cheat sheet: Data management (free PDF).
All of these elements have to be included in a total data management model; if even one element is missing, some aspect of managing data is complicated, if not damaged entirely. For instance, if you get rid of metadata management, you lose the ability to easily categorize data. Without data quality being ensured, the entire structured data becomes suspect, and analytics become useless. Eliminating data integration and interoperability would make it nearly impossible to combine disparate forms of data into a usable whole.
The TRB National Cooperative Highway Research Program's NCHRP Web-Only Document 282: Framework for Managing Data from Emerging Transportation Technologies to Support Decision-Making is designed to walk an agency through the process of developing the knowledge, environment, projects, and buy-in to move incrementally and iteratively from a traditional data management approach to establishing data management policies, procedures, technologies, and practices that fully meet the modern data management needs of an agency.
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