Table 5 Mapping of Phases with DM-BOK framework

Planning

Data management planning → data governance ; data model and design quality management → data development ; data technology management → data operation management ; define data security policy → data security management; and define data quality business rules → data quality management

Collection

Data Development ; and Create and Maintain Metadata → Metadata management

Preparation

Process Data for Business Intelligence → Data Warehousing and Business Intelligence Management; and Integrate metadata → Metadata management.

Analysis

Predictive Analytics and Data Mining Tools → Implement Business and Intelligence Tools and User Interfaces → Data Warehousing and Business Intelligence Management

Visualization

Advanced Visualization and Discovery Tools → Implement Business ; and Intelligence Tools and User Interfaces → Data Warehousing and Business Intelligence Management

Implement Data Warehouses and Data Marts → Data Warehousing and Business Intelligence Management

Data implementation → data development; Manage Data Access Views and Permissions → data security management; and Provide Content Access and Retrieval → Document and Content Management

Query and Reporting Tools → Implement Business Intelligence Tools; User Interfaces → Data Warehousing and Business Intelligence Management; and Distribute and Deliver Metadata → metadata management

Data implementation → data development

Data governance

Data quality management

Data security management

Archive, retain, and purge data → database support → data operations management

Data operation management; Retention and Disposition of data/Documents/Records-Document and Content Management; and Data development