Volunteered Geographic Information Interpretation, Visualization and Social Context /

Volunteered Geographic Information Interpretation, Visualization and Social Context /

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This open access book includes methods for retrieval, semantic representation, and analysis of Volunteered Geographic Information (VGI), geovisualization and user interactions related to VGI, and discusses selected topics in active participation, social context, and privacy awareness. It presents th...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Burghardt, Dirk (Editor), Demidova, Elena (Editor), Keim, Daniel A. (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:1st ed. 2024.
Subjects:
Application software.
Geographic information systems.
Data mining.
Social media.
Computer and Information Systems Applications.
Geographical Information System.
Data Mining and Knowledge Discovery.
Social Media.
Online Access:Link to Metadata
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Table of Contents:
  • Part I: Representation and Analysis of VGI
  • 1. WorldKG: World-Scale Completion of Geographic Information
  • 2. Analyzing and Improving the Quality and Fitness for Purpose of OpenStreetMap as Labels in Remote Sensing Applications
  • 3. Efficient Mining of Volunteered Trajectory Data Sets
  • 4. Uncertainty-Aware Enrichment of Animal Movement Trajectories by VGI
  • 5. Two Worlds in One Network: Fusing Deep Learning and Random Forests for Classification and Object Detection
  • Part II: Geovisualization and User Interactions Related to VGI
  • 6. Toward Visually Analyzing Dynamic Social Messages and News Articles Containing Geo-Referenced Information
  • 7. Visually Reporting Geographic Data Insights as Integrated Visual and Textual Representations
  • 8. Effects of Landmark Position and Design in VGI Based Maps on Visual Attention and Cognitive Processing
  • 9. Addressing Landmark Uncertainty in VGI-based Maps: Approaches to Improve Orientation and Navigation Performance
  • 10. Improvement ofTask-Oriented Visual Interpretation of VGI Point Data
  • Part III: Active Participation, Social Context and Privacy Awareness
  • 11. Environmental Tracking for Healthy Mobility
  • 12. Extraction and Visually Driven Analysis of VGI for Understanding People's Behavior in Relation to Multi-Faceted Context
  • 13. Digital Volunteers in Disaster Management
  • 14. Protecting Privacy in Volunteered Geographic Information Processing.

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