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Volunteered Geographic Information

Softcover - 9783031353765
42,79 €
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Weitere Formate

Hardcover - 9783031353734
53,49 €

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Weitere Formate

Hardcover - 9783031353734
53,49 €

Beschreibung

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 the results of the DFG-funded priority program "VGI: Interpretation, Visualization, and Social Computing" (2016-2023).

The book includes three parts representing the principal research pillars within the program. Part I "Representation and Analysis of VGI" discusses recent approaches to enhance the representation and analysis of VGI. It includes semantic representation of VGI data in knowledge graphs; machine-learning approaches to VGI mining, completion, and enrichment as well as to the improvement of data quality and fitness for purpose. Part II "Geovisualization and User Interactions related to VGI" book explores geovisualizations and user interactions supporting the analysis and presentation of VGI data. When designing these visualizations and user interactions, the specific properties of VGI data, the knowledge and abilities of different target users, and technical viability of solutions need to be considered. Part III "Active Participation, Social Context and Privacy Awareness" of the book addresses the human impact associated with VGI. It includes chapters on the use of wearable sensors worn by volunteers to record their exposure to environmental stressors on their daily journeys, on the collective behavior of people using location-based social media and movement data from football matches, and on the motivation of volunteers who provide important support in information gathering, filtering and analysis of social media in disaster situations.

The book is of interest to researchers and advanced professionals in geoinformation, cartography, visual analytics, data science and machine learning.

Interpretation, Visualization and Social Context

Interpretation, Visualization and Social Context

Details

Verlag Springer International Publishing
Ersterscheinung 09. Dezember 2023
Maße 23.5 cm x 15.5 cm
Gewicht 470 Gramm
Format Softcover
ISBN-13 9783031353765
Auflage 1st edition 2024
Seiten 297

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