[图书][B] Data warehouse design: Modern principles and methodologies

M Golfarelli, S Rizzi - 2009 - dl.acm.org
Foreword by Mark Stephen LaRow, Vice President of Products, MicroStrategy" A unique and
authoritative book that blends recent research developments with industry-level practices for …

A framework for multidimensional design of data warehouses from ontologies

O Romero, A Abelló - Data & Knowledge Engineering, 2010 - Elsevier
The data warehouse design task needs to consider both the end-user requirements and the
organization data sources. For this reason, the data warehouse design has been …

Ontology-based structured web data warehouses for sustainable interoperability: requirement modeling, design methodology and tool

K Selma, B Ilyès, B Ladjel, S Eric, J Stéphane… - Computers in …, 2012 - Elsevier
The spectacular growth of the Internet and its widespread adoption by worldwide
corporations lead to an enormous quantity of heterogeneous, distributed and autonomous …

Automatic validation of requirements to support multidimensional design

O Romero, A Abelló - Data & Knowledge Engineering, 2010 - Elsevier
It is widely accepted that the conceptual schema of a data warehouse must be structured
according to the multidimensional model. Moreover, it has been suggested that the ideal …

GEM: Requirement-Driven Generation of ETL and Multidimensional Conceptual Designs

O Romero, A Simitsis, A Abelló - … , France, August 29-September 2, 2011 …, 2011 - Springer
At the early stages of a data warehouse design project, the main objective is to collect the
business requirements and needs, and translate them into an appropriate conceptual …

Using ontologies for the design of data warehouses

J Pardillo, JN Mazón - arXiv preprint arXiv:1106.0304, 2011 - arxiv.org
Obtaining an implementation of a data warehouse is a complex task that forces designers to
acquire wide knowledge of the domain, thus requiring a high level of expertise and …

A requirement-driven approach to the design and evolution of data warehouses

P Jovanovic, O Romero, A Simitsis, A Abelló… - Information Systems, 2014 - Elsevier
Designing data warehouse (DW) systems in highly dynamic enterprise environments is not
an easy task. At each moment, the multidimensional (MD) schema needs to satisfy the set of …

A hybrid model driven development framework for the multidimensional modeling of data warehouses!

JN Mazón, J Trujillo - ACM SIGMOD Record, 2009 - dl.acm.org
Developing a multidimensional (MD) model of a data warehouse (DW) is a highly complex,
prone to fail, and time consuming task, due to the fact that (i) the information needs of …

DECIDE: An Agile event-and-data driven design methodology for decisional Big Data projects

L Sfaxi, MMB Aissa - Data & knowledge engineering, 2020 - Elsevier
Decision making is the lifeblood of the enterprise—from the mundane to the strategically
critical. However, the increasing deluge of data makes it more important than ever to …

Discovering functional dependencies for multidimensional design

O Romero, D Calvanese, A Abelló… - Proceedings of the …, 2009 - dl.acm.org
Nowadays, it is widely accepted that the data warehouse design task should be largely
automated. Furthermore, the data warehouse conceptual schema must be structured …