Comparison of Data Warehouse Design Approaches from User Requirement to Conceptual Model: A Survey

2011 ◽  
Author(s):  
Shashank Saroop ◽  
Manoj Kumar
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
User Requirement ◽  
Warehouse Design

scholarly journals Conceptual Modeling Solutions for the Data Warehouse

2009 ◽  
pp. 86-104 ◽  
Author(s):  
Stefano Rizzi
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
Design Methodology ◽  
Conceptual Modeling ◽  
The Other ◽  
Level Of Abstraction ◽  
Practical Guide ◽  
Multidimensional Modeling ◽  
Basic Concepts ◽  
Warehouse Design

In the context of data warehouse design, a basic role is played by conceptual modeling, that provides a higher level of abstraction in describing the warehousing process and architecture in all its aspects, aimed at achieving independence of implementation issues. This chapter focuses on a conceptual model called the DFM that suits the variety of modeling situations that may be encountered in real projects of small to large complexity. The aim of the chapter is to propose a comprehensive set of solutions for conceptual modeling according to the DFM and to give the designer a practical guide for applying them in the context of a design methodology. Besides the basic concepts of multidimensional modeling, the other issues discussed are descriptive and cross-dimension attributes; convergences; shared, incomplete, recursive, and dynamic hierarchies; multiple and optional arcs; and additivity.

scholarly journals User Requirement Analysis in Data Warehouse Design: A Review

2013 ◽  
Vol 11 ◽  
pp. 801-806 ◽  
Author(s):  
Nur Hani Zulkifli Abai ◽  
Jamaiah H. Yahaya ◽  
Aziz Deraman
Keyword(s):  
Data Warehouse ◽  
Requirement Analysis ◽  
User Requirement ◽  
Warehouse Design ◽  
User Requirement Analysis

scholarly journals Conceptual Modeling Solutions for the Data Warehouse

2008 ◽  
pp. 208-227 ◽  
Author(s):  
Stefano Rizzi
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
Design Methodology ◽  
Conceptual Modeling ◽  
The Other ◽  
Level Of Abstraction ◽  
Practical Guide ◽  
Multidimensional Modeling ◽  
Basic Concepts ◽  
Warehouse Design

In the context of data warehouse design, a basic role is played by conceptual modeling, that provides a higher level of abstraction in describing the warehousing process and architecture in all its aspects, aimed at achieving independence of implementation issues. This chapter focuses on a conceptual model called the DFM, that suits the variety of modeling situations that may be encountered in real projects of small to large complexity. The aim of the chapter is to propose a comprehensive set of solutions for conceptual modeling according to the DFM and to give the designer a practical guide for applying them in the context of a design methodology. Besides the basic concepts of multidimensional modeling, the other issues discussed are descriptive and cross-dimension attributes; convergences; shared, incomplete, recursive, and dynamic hierarchies; multiple and optional arcs; additivity.

scholarly journals Conceptual Modeling Solutions for the Data Warehouse

2011 ◽  
pp. 24-42
Author(s):  
Stefano Rizzi
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
Design Methodology ◽  
Conceptual Modeling ◽  
The Other ◽  
Level Of Abstraction ◽  
Practical Guide ◽  
Multidimensional Modeling ◽  
Basic Concepts ◽  
Warehouse Design

In the context of data warehouse design, a basic role is played by conceptual modeling, that provides a higher level of abstraction in describing the warehousing process and architecture in all its aspects, aimed at achieving independence of implementation issues. This chapter focuses on a conceptual model called the DFM that suits the variety of modeling situations that may be encountered in real projects of small to large complexity. The aim of the chapter is to propose a comprehensive set of solutions for conceptual modeling according to the DFM and to give the designer a practical guide for applying them in the context of a design methodology. Besides the basic concepts of multidimensional modeling, the other issues discussed are descriptive and cross-dimension attributes; convergences; shared, incomplete, recursive, and dynamic hierarchies; multiple and optional arcs; and additivity.

scholarly journals Conceptual Modeling Solutions for the Data Warehouse

2011 ◽  
pp. 44-64
Author(s):  
Stefano Rizzi
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
Design Methodology ◽  
Conceptual Modeling ◽  
The Other ◽  
Level Of Abstraction ◽  
Practical Guide ◽  
Multidimensional Modeling ◽  
Basic Concepts ◽  
Warehouse Design

In the context of data warehouse design, a basic role is played by conceptual modeling, that provides a higher level of abstraction in describing the warehousing process and architecture in all its aspects, aimed at achieving independence of implementation issues. This chapter focuses on a conceptual model called the DFM that suits the variety of modeling situations that may be encountered in real projects of small to large complexity. The aim of the chapter is to propose a comprehensive set of solutions for conceptual modeling according to the DFM and to give the designer a practical guide for applying them in the context of a design methodology. Besides the basic concepts of multidimensional modeling, the other issues discussed are descriptive and cross-dimension attributes; convergences; shared, incomplete, recursive, and dynamic hierarchies; multiple and optional arcs; and additivity.

scholarly journals Conceptual Modeling Solutions for the Data Warehouse

2011 ◽  
pp. 1-26 ◽  
Author(s):  
Stefano Rizzi
Keyword(s):  
Conceptual Model ◽  
Data Warehouse ◽  
Design Methodology ◽  
Conceptual Modeling ◽  
The Other ◽  
Level Of Abstraction ◽  
Practical Guide ◽  
Multidimensional Modeling ◽  
Basic Concepts ◽  
Warehouse Design

In the context of data warehouse design, a basic role is played by conceptual modeling, that provides a higher level of abstraction in describing the warehousing process and architecture in all its aspects, aimed at achieving independence of implementation issues. This chapter focuses on a conceptual model called the DFM, that suits the variety of modeling situations that may be encountered in real projects of small to large complexity. The aim of the chapter is to propose a comprehensive set of solutions for conceptual modeling according to the DFM and to give the designer a practical guide for applying them in the context of a design methodology. Besides the basic concepts of multidimensional modeling, the other issues discussed are descriptive and cross-dimension attributes; convergences; shared, incomplete, recursive, and dynamic hierarchies; multiple and optional arcs; additivity.

scholarly journals BioStar models of clinical and genomic data for biomedical data warehouse design

2005 ◽  
Vol 1 (1) ◽  
pp. 63 ◽  
Author(s):  
Liangjiang Wang ◽  
Aidong Zhang ◽  
Murali Ramanathan
Keyword(s):  
Data Warehouse ◽  
Genomic Data ◽  
Biomedical Data ◽  
Warehouse Design

scholarly journals Guest editorial: special issue on physical data warehouse design

2009 ◽  
Vol 25 (1-2) ◽  
pp. 1-3
Author(s):  
Ladjel Bellatreche
Keyword(s):  
Data Warehouse ◽  
Guest Editorial ◽  
Special Issue ◽  
Physical Data ◽  
Editorial Special Issue ◽  
Warehouse Design

Physical Data Warehouse Design

2014 ◽  
pp. 233-284
Author(s):  
Alejandro Vaisman ◽  
Esteban Zimányi
Keyword(s):  
Data Warehouse ◽  
Physical Data ◽  
Warehouse Design
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