Book 2016

Fusion Methodologies in Crisis Management

Higher Level Fusion and Decision Making

Editors:

ISBN: 978-3-319-22526-5 (Print) 978-3-319-22527-2 (Online)

Table of contents (25 chapters)

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  1. Front Matter

    Pages i-xvi

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    Chapter

    Pages 1-24

    Introduction

  3. Knowledge Representation and Extraction

    1. Front Matter

      Pages 25-25

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      Chapter

      Pages 27-45

      Natural Language Understanding for Information Fusion

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      Chapter

      Pages 47-63

      Cognitive Aspects of Higher Level Fusion

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      Chapter

      Pages 65-86

      Information Quality in Information Fusion and Decision Making with Applications to Crisis Management

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      Chapter

      Pages 87-104

      Uncertainty Representations for Information Retrieval with Missing Data

  4. Context in Crisis Management

    1. Front Matter

      Pages 105-105

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      Chapter

      Pages 107-119

      Crisis Management and Context

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      Chapter

      Pages 121-133

      A Multi-Agent Context-Management System for RECON Intelligence Analysis

  5. Social Media and Crisis Management

    1. Front Matter

      Pages 135-135

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      Chapter

      Pages 137-175

      On the Challenges of Using Social Media for Crisis Management

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      Chapter

      Pages 177-211

      Towards a Crowd-Sensing Enhanced Situation Awareness System for Crisis Management

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      Chapter

      Pages 213-227

      Data Fusion Across Traditional and Social Media

  6. Reasoning About Situations and Threats

    1. Front Matter

      Pages 229-229

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      Chapter

      Pages 231-244

      Empowering the Next-Generation Analyst

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      Chapter

      Pages 245-255

      Abductive Inferencing for Integrating Information from Human and Robotic Sources

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      Chapter

      Pages 257-285

      High-Level Fusion for Crisis Response Planning

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      Chapter

      Pages 287-312

      Network Methods and Plan Recognition for Fusion in Crisis Management

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      Chapter

      Pages 313-340

      A Model for Threat Assessment

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      Chapter

      Pages 341-364

      Rule-Based Support for Situation Management

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      Chapter

      Pages 365-387

      From Argumentative Crisis to Critical Arguments: How to Argue in the Face of Danger

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      Chapter

      Pages 389-420

      Fusion Trust Service Assessment for Crisis Management Environments

  7. Decision Making

    1. Front Matter

      Pages 421-421

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      Chapter

      Pages 423-433

      Aggregation of Coherent Experts’ Opinions: A Tractable Extreme-Outcomes Consistent Rule

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      Chapter

      Pages 435-454

      Decision Making Under Ignorance

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