Human-Centered Information Fusion
eBook - PDF

Human-Centered Information Fusion

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  1. 316 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Human-Centered Information Fusion

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About this book

Information fusion refers to the merging of information from disparate sources with differing conceptual, contextual and typographical representations. Rather than focusing on traditional data fusion applications which have been mainly concerned with physical military targets, this unique resource explores new human-centered trends, such as locations, identity, and interactions of individuals and groups (social networks). Moreover, the book discusses two new major sources of information: human observations and web-based information. This cutting-edge volume presents a new view of multi-sensor data fusion that seeks to address these new developments, explicitly considering the active role of a human user/analyst. Professionals become knowledgeable about the key inputs into this innovative information fusion process, including traditional sensing resources (S-space), dynamic communities of human observers (H-space), and resources such as archived sensor data, blogs, and dynamic news reports from citizen reporters via the Internet (I-space).

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Table of contents

  1. Human-Centered Information Fusion
  2. Table of Contents
  3. Preface
  4. Acknowledgments
  5. Chapter 1 Introduction: The Changing Role ofHumans in Information Fusion
  6. Chapter 2 Sensing the Human Landscape: Issues andOpportunities
  7. Chapter 3 H-Space: Humans as Observers
  8. Chapter 4 Global Neighborhood Watch:The Emerging Community of Observers
  9. Chapter 5 What Does It Mean to Live in a SearchableWorld?
  10. Chapter 6 Data Visualization and Understanding
  11. Chapter 7 Beyond Visualization: Sonification
  12. Chapter 8 Adapting IPB for Human TerrainUnderstanding: Informational Preparationof the Engagement Space
  13. Chapter 9 Information Fusion for Civilians: TheProspects of Mega-Collaboration
  14. Chapter 10 Virtual World Technologies
  15. Chapter 11 Information Markets and Related Forms ofCollective Processing
  16. Chapter 12 Hybrid Cognition and SituationAwareness: Perspectives for the Future ofHuman-Centered Fusion
  17. About the Authors
  18. Index

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