Data Management Wiki data_management

Big data

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Big data Definition Big data is data that contains greater variety, arriving in increasing volumes and with more velocity. DMBoK2 Big Data is the collection (generated and stored) of increasing volume of varied data from many different types and sources of data.

Big data and data science

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Big data and data science Definition See * Big data * Data science DMBoK2 Big Data and Data Science is the collection (Big Data) and analysis (Data Science, Ana-lytics and Visualization) of many different types of data to find answers and insights for questions that are not known at the start of analysis.

Business intelligence

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Business intelligence DMBoK2 Business Intelligence has two meanings: * A type of data analysis aimed at understanding organizational activities and oppor-tunities. Results of such analysis are used to improve organizational success. * A set of technologies that support this kind of data analysis. An evolution of deci-sions support tools, BI tools enable querying, data mining, statistical analysis, re-porting, scenario modeling, data visualization, and dashboarding.

Business object

Anonymous (anonymous@undisclosed.example.com) — 2026-02-20T13:14:44+00:00

Business object Definition A business object is an object that represents a business entity about which data is recorded and managed. Relations Business object is child ofobjectBusiness object is parent ofcritical business object all

Change management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Change management Definition Change management is management with regard to change. Notes Change management is an approach to prepare, support, and help individuals, teams, and organizations in making organizational change. It includes methods that redirect or redefine the use of resources, business process, budget allocations, or other modes of operation that significantly change a company or organization.

Content management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Content management Definition Content management is management with regard to content. DMBoK2 Content Management includes the processes, techniques, and technologies for organiz-ing, categorizing, and structuring information resources (content) so that they can be stored, published, and reused in multiple ways.

Context analysis

Anonymous (anonymous@undisclosed.example.com) — 2024-07-05T19:48:06+00:00

Context analysis Definition Context analysis is the analysis of context of a specific domain. Purpose Purpose of a context analysis is to derive actions to improve the management system. Life cycle * Compose context analysis * Review context analysis * Establish context analysis

Data-driven

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data-driven Definitie Data-driven is driven by data. Note * A data-driven approach is an approach in which decisions, insights,and actions are based on data. * A data-driven organisation is an organisation in which decisions, insights,and actions are based on data.

Data asset

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data asset Definition A data asset is an asset with regard to data. Relation Data assetis child ofasset Lifecycle * Monitize data assets * Value data assets (data asset valuation) See also the life cycle of data. all

Data asset valuation

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data asset valuation Definition Data asset valuation is the valuation with regards to data assets. Relation Data asset valuationis child ofvaluation Reference Singh, Kaushlendra (2023). LinkedIn. Post all

Data design

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data design DMBoK2 The modeling process itself designs how data fits together. Relation Data designis part of the lifecycle ofdata all dmbok2

Data fluency

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data fluency Data fluency is fluency with regards to data. Relations Data fluencyis child offluencyData fluencyis preceded bydata literacyData fluencyis a characteristic of adata user Reference Askham, Nicola (2023). www.linkedin.com. (n.d.). Retrieved June 14, 2023 from Post and video about data fluency and data literacy all

Data handling ethics

Anonymous (anonymous@undisclosed.example.com) — 2025-07-12T13:24:02+00:00

Data handling ethics Definition Data handling ethics is management (handling) of data in a way that is aligned with ethical principles. DMBOK2 Data handling ethics are concerned with how to procure, store, manage, interpret, analyze / apply and dispose of data in ways that are aligned with ethical principles, including community responsibility.

Data integration

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data integration Definition Data integration is the process of exchanging data between organizations, applications, or data stores. DMBBoK2 Data integration is the process of dataflow between organizations, applications but usually between data stores. Integration consolidates data into consistent forms, either physical or virtual.

Data integration and interoperability

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data integration and interoperability See * Data integration * Data interoperability DMBoK2 Data integration and interoperability (DII) is managing the movement and consolidation of data within and between data stores, applications and organizations. all dmbok2

Data interoperability

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data interoperability Definition Data interoperability is the degree to which systems are able to exchange data. DMBoK2 Data interoperability is the ability for multiple systems to communicate and unite data with each other without the need for complicated interfacing.

Data lake

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data lake Definition A data lake is a large, centralised data storage area for all types of data, in its original format. Note A data lake makes it easy to explore and analyse data, even if it is unstructured. Relation Data lakeis child ofdata storageData lakehas subset

Data landscape

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data landscape Definition Data landscape is a comprehensive view of all data assets and their interactions within an organization. Note Data landscape encompasses the various data sources, data repositories, data flows, data processing, and data usages across the enterprise. The data landscape provides a holistic perspective on how data is collected, stored, processed, and utilized to support business operations, decision-making, and strategic objectives. A well-managed data landscape is cr…

Data literacy

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data literacy Data literacy is literacy with regards to data. Relation Data literacyis child ofliteracyData literacyprecedesdata fluencyData literacyis a characteristic of adata user Reference Askham, Nicola (2023). www.linkedin.com. (n.d.). Retrieved June 14, 2023 from Post and video about data fluency and data literacy all

Data management maturity assessment

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data management maturity assessment Definition A data management maturity assessment is a maturity assessment with regard to data management. DMBoK2 DMMA is a method for ranking practices for handling data within an organization to characterize the current state of data management and its impact on the organization.

Data management organization

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data management organization DMBoK2 Data Management Organization is a set of principles that should be considered when putting together a data management or data governance organization. all dmbok2

Data management system

Anonymous (anonymous@undisclosed.example.com) — 2024-03-24T16:39:17+00:00

Data management system Definition A data management system is a management system with regard to data. Abbreviation DMS Relations Data management system is child ofmanagement systemData management system is parent ofdata value management systemData management system is parent ofdata quality management systemData management system is parent of

Data mart

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data mart Definition A data mart is a subset of data from a data lake or data warehouse, tailored to the needs of a specific department or team. Note A data mart makes it easy to access and analyse the data needed, without having to sift through all of the data in the

Data mesh

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data mesh Definition Data Mesh is an analytical data architecture and operating model where data is treated as a product and owned by teams that most intimately know and use the data. Note Another definition: Data mesh is a decentralised approach to data management, where data is owned and managed by the teams that produce and use it.

Data modeling

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data modeling Definition Data modeling is a step in the lifecycle of data that results in a data model. DMBOK2 Data Modeling is the process of discovering, analyzing, and scoping data requirements, and then representing and communicating these data requirements in a precise form called the

Data product

Anonymous (anonymous@undisclosed.example.com) — 2025-07-12T13:22:11+00:00

Data product Definition A data product is a product with regard to data. Note Data products according to the data mesh definition are independently managed domain-oriented, scalable and user-oriented data assets. Relation Data productis child ofproductData productis a principle of

Data quality maturity assessment

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data quality maturity assessment Definition Data quality maturity assessment is a maturity assessment with regards to data quality. Relation Data quality maturity assessmentis child ofmaturity assessment Reference Ahmad, Kamal. . Excel. all

Data science

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data science DMBoK2 Data Science is the capability to explore data patterns with the advent of Big Data and the technologies that support it. all dmbok2

Data space

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data space Definition A data space is a relationship between trusted partners who adhere to the same standards and guidelines when it comes to data storage and sharing. Note Another definition is: * A data space is a decentralised infrastructure for trustworthy data sharing and exchange in data ecosystems, based on commonly agreed principles.

Data storage

Anonymous (anonymous@undisclosed.example.com) — 2025-07-12T13:25:48+00:00

Data storage Definition Data storage is the recording of data in a storage medium. DMBOK2 Data storage is any collection of stored data, regardless of structure or content. Relation Data storageis parent ofdata lakeData storageis parent ofdata warehouse all dmbok2 dums

Data storage and operation

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data storage and operation See Data storage DMBOK2 Data storage and operations includes the design, implementation, and support of stored data, to maximize its value throughout the data lifecycle. Relation Data storage and operationis one of the knowledge areas in

Data utilization

Anonymous (anonymous@undisclosed.example.com) — 2024-08-23T16:33:00+00:00

Data utilization Definition Data utilization is utilisation with regard to data. Relation Data utilizationis child ofutilisation all

Data warehouse

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Data warehouse Definition A data warehouse is a central data storage for managing structured data. DMBoK2 Data Warehousing describes the operational extract, cleansing, transformation, con-trol, and load processes that maintain the data in a data warehouse so that it can be used by BI. The data warehousing process focuses on enabling an integrated and his-torical business context on operational data by enforcing business rules and maintain-ing appropriate business data relationships. Also i…

Data warehousing and business intelligence

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Data warehousing and business intelligence Definition See * Data warehouse * Business intelligence DMBoK2 Planning, implementation, and control processes to provide decision support data and support knowledge workers engaged in reporting, query, and analysis. all dmbok2

Document and content management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Document and content management Definition See document management and content management. DMBoK2 Planning, implementation, and control activities for lifecycle management of data and information found in any form or medium. Document and Content Management entails controlling the capture, storage, access, and use of data and information stored outside relational databases.

Document management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:02+00:00

Document management Definition Document management is management with regard to documents. DMBoK2 Document management encompasses the processes, techniques, and technologies for controlling and organizing documents and records throughout their lifecycle. It includes storage, inventory, and control, for both electronic and paper documents.

First Topic

Anonymous (anonymous@undisclosed.example.com) — 2024-07-05T19:38:15+00:00

First Topic

Maturity assessment

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Maturity assessment Definition A maturity assessment is an assessment with regard to maturity. DMBoK2 Maturity Assessment is an approach to process improvement based on a framework. Relations Maturity assessmentis child ofassessment all dmbok2

Metadata management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Metadata management Definition Metadata management is management with regard to metadata. DMBoK2 Metadata Management is the planning, implementation, and control activities to enable access to high quality, integrated metadata Relation Metadata managementis child of

Records management

Anonymous (anonymous@undisclosed.example.com) — 2024-03-08T13:33:03+00:00

Records management Definition Records management is management with regard to records. DMBoK2 Records Management includes the full lifecycle: from record creation or receipt through processing, distribution, organization, and retrieval, to disposition. Records can be physical (e.g., documents, memos, contracts, reports or microfiche); electronic (e.g., email content, attachments, and instant messaging); content on a website.

Stakeholder analysis

Anonymous (anonymous@undisclosed.example.com) — 2024-07-26T15:07:53+00:00

Stakeholder analysis Definition A stakeholder analysis is an analysis with regard to stakeholders. Notes Another defintion is: An overview of all stakeholders and their interest (requirements, needs and expectations) concerning data quality. A stakeholder rating map is a form of visualization using a quartered chart to show stakeholders in terms of interest and influence/power. See figure 1.