Book 2013

Handbook of Data Quality

Research and Practice


ISBN: 978-3-642-36256-9 (Print) 978-3-642-36257-6 (Online)

Table of contents (17 chapters)

  1. Front Matter

    Pages i-xii

  2. Chapter

    Pages 1-11

    Prologue: Research and Practice in Data Quality Management

  3. Organizational Aspects of Data Quality

    1. Front Matter

      Pages 13-14

    2. Chapter

      Pages 15-40

      Data Quality Management Past, Present, and Future: Towards a Management System for Data

    3. Chapter

      Pages 41-73

      Data Quality Projects and Programs

    4. Chapter

      Pages 75-92

      Cost and Value Management for Data Quality

    5. Chapter

      Pages 93-118

      On the Evolution of Data Governance in Firms: The Case of Johnson & Johnson Consumer Products North America

  4. Architectural Aspects of Data Quality

    1. Front Matter

      Pages 119-119

    2. Chapter

      Pages 121-140

      Data Warehouse Quality: Summary and Outlook

    3. Chapter

      Pages 141-161

      Using Semantic Web Technologies for Data Quality Management

    4. Chapter

      Pages 163-178

      Data Glitches: Monsters in Your Data

  5. Computational Aspects of Data Quality

    1. Front Matter

      Pages 179-180

    2. Chapter

      Pages 181-211

      Generic and Declarative Approaches to Data Quality Management

    3. Chapter

      Pages 213-233

      Linking Records in Complex Context

    4. Chapter

      Pages 235-270

      A Practical Guide to Entity Resolution with OYSTER

    5. Chapter

      Pages 271-291

      Managing Quality of Probabilistic Databases

    6. Chapter

      Pages 293-318

      Data Fusion: Resolving Conflicts from Multiple Sources

  6. Data Quality in Action

    1. Front Matter

      Pages 319-319

    2. Chapter

      Pages 321-346

      Ensuring the Quality of Health Information: The Canadian Experience

    3. Chapter

      Pages 347-368

      Shell’s Global Data Quality Journey

    4. Chapter

      Pages 369-395

      Creating an Information-Centric Organisation Culture at SBI General Insurance

  7. Chapter

    Pages 397-417

    Epilogue: The Data Quality Profession

  8. Back Matter

    Pages 419-438