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Data Warehouse Requirements Engineering

A Decision Based Approach

  • Naveen Prakash
  • Deepika Prakash

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Naveen Prakash, Deepika Prakash
    Pages 1-17
  3. Naveen Prakash, Deepika Prakash
    Pages 19-50
  4. Naveen Prakash, Deepika Prakash
    Pages 51-69
  5. Naveen Prakash, Deepika Prakash
    Pages 71-99
  6. Naveen Prakash, Deepika Prakash
    Pages 101-133
  7. Naveen Prakash, Deepika Prakash
    Pages 135-168
  8. Naveen Prakash, Deepika Prakash
    Pages 169-173

About this book

Introduction

As the first to focus on the issue of Data Warehouse Requirements Engineering, this book introduces a model-driven requirements process used to identify requirements granules and incrementally develop data warehouse fragments. In addition, it presents an approach to the pair-wise integration of requirements granules for consolidating multiple data warehouse fragments. The process is systematic and does away with the fuzziness associated with existing techniques. Thus, consolidation is treated as a requirements engineering issue.

The notion of a decision occupies a central position in the decision-based approach. On one hand, information relevant to a decision must be elicited from stakeholders; modeled; and transformed into multi-dimensional form. On the other, decisions themselves are to be obtained from decision applications. For the former, the authors introduce a suite of information elicitation techniques specific to data warehousing. This information is subsequently converted into multi-dimensional form. For the latter, not only are decisions obtained from decision applications for managing operational businesses, but also from applications for formulating business policies and for defining rules for enforcing policies, respectively.

In this context, the book presents a broad range of models, tools and techniques. For readers from academia, the book identifies the scientific/technological problems it addresses and provides cogent arguments for the proposed solutions; for readers from industry, it presents an approach for ensuring that the product meets its requirements while ensuring low lead times in delivery.


Keywords

Decision Systems Development Life Cycle Data Warehousing Information Elicitation and Modeling Data Mart/Warehouse integration Multi-factor Elicitation Formulating Policy and Policy Enforcement Rules

Authors and affiliations

  • Naveen Prakash
    • 1
  • Deepika Prakash
    • 2
  1. 1.ICLC Ltd.New DelhiIndia
  2. 2.Central University of RajasthanKishangarhIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-7019-8
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-10-7018-1
  • Online ISBN 978-981-10-7019-8
  • Buy this book on publisher's site
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