How Not to Abuse Metadata
eBook - ePub

How Not to Abuse Metadata

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

How Not to Abuse Metadata

About this book

Before trusting statistics, Big Data, or AI-generated insights, understand the hidden risks of metadata misuse.

Metadata influences nearly every aspect of modern lifeā€”from healthcare and finance to government policy, scientific research, and artificial intelligence. Yet few people understand what metadata actually represents, how it should be analyzed, or why careless interpretation can lead to costly mistakes. How Not to Abuse Metadata provides an engaging, practical guide to one of the most important subjects of the information age, showing readers how to distinguish meaningful patterns from misleading noise.

Through clear explanations and memorable examples, Gerald Everett Jones demonstrates that metadata is designed to reveal broad trends across large populationsā€”not to judge individuals or predict isolated events. Readers explore how long-term trends, recurring cycles, and short-term volatility interact, learning why confusing these components often leads to false conclusions. From climate science and stock markets to electronic health records and enterprise databases, each chapter illustrates how thoughtful analysis can uncover valuable insights while avoiding the deceptive traps of superficial statistics.

Rather than treating Big Data as a source of unquestionable truth, the book encourages critical thinking, scientific reasoning, and ethical responsibility. Jones explains how correlations generate hypothesesā€”not certaintiesā€”and why every prediction depends on understanding the conditions that produced the data. His accessible writing makes sophisticated analytical concepts understandable without sacrificing intellectual depth, giving readers practical tools they can apply in business, research, education, technology, and public policy.

Whether you're a data professional, executive, student, researcher, or simply someone who wants to make better decisions in a world overflowing with information, How Not to Abuse Metadata will change the way you think about dataā€”and help you recognize the difference between genuine insight and statistical illusion.

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Information

Publisher
LaPuerta Books and Media
Year
2026
Topic
Computer Science
eBook ISBN
9798997201722
Subtopic
Business Communication
Index
Computer Science

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Contents
  5. Introduction
  6. Public Concerns About Metadata
  7. The Quest for Metadata Correlations
  8. Component Trends
  9. Limits to Growth
  10. Metadata Analysis of Climate Change
  11. Objectives of Metadata Analysis
  12. Big Data Technology
  13. Challenges to Collecting Metadata from Legacy Systems
  14. Benefits of Big Data
  15. The Potential for Abuse of Big Data
  16. About the Author
  17. Full Page Image
  18. Full Page Image
  19. Full Page Image
  20. Full Page Image

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Yes, you can access How Not to Abuse Metadata by Gerald Everett Jones in PDF and/or ePUB format, as well as other popular books in Computer Science & Business Communication. We have over 1.5 million books available in our catalogue for you to explore.