Integration and Dimensional Modeling Approaches for Complex Data Warehousing

Provided by: Université Lille Nord de France
Topic: Big Data
Format: PDF
With the broad development of the World Wide Web, various kinds of heterogeneous data (including multimedia data) are now available to decision support tasks. A data warehousing approach is often adopted to prepare data for relevant analysis. Data integration and dimensional modeling indeed allow the creation of appropriate analysis contexts. However, the existing data warehousing tools are well-suited to classical, numerical data. They cannot handle complex data. In the authors' approach, they adapt the three main phases of the data warehousing process to complex data.

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