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Requirements-based approach for multidimensional design
- Source :
- Procedia Computer Science. 148:333-342
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Requirements analysis is a key step in the process of the data warehouse design. It is the key element for the success of a data warehouse project since at the end of this phase, the multidimensional elements will be defined and the model designed. This paper presents the set of requirements driven methods for designing data warehouses and reveals the pros and cons of the two main used approaches. Then, it introduces a new user driven method that leverages all the potential of this approach. This new method is based not only on orienting users in their research via semantic analysis and parsing their search history, but also on the evolution of data marts.
- Subjects :
- Computer science
business.industry
Process (engineering)
Semantic analysis (machine learning)
02 engineering and technology
Data warehouse
Set (abstract data type)
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
Key (cryptography)
General Earth and Planetary Sciences
020201 artificial intelligence & image processing
Element (category theory)
Software engineering
business
Requirements analysis
General Environmental Science
Subjects
Details
- ISSN :
- 18770509
- Volume :
- 148
- Database :
- OpenAIRE
- Journal :
- Procedia Computer Science
- Accession number :
- edsair.doi...........60d5585c04731efd32a65b416dc86008