Agent-Based Models and Complexity Science in the Age of Geospatial Big Data
Selected Papers from a workshop on Agent-Based Models and Complexity Science (GIScience 2016)
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Beschreibung
This book contains a selection of papers presented during a special workshop on Complexity Science that took part of the 9th International Conference on GIScience 2016. Expert researchers in the areas of Agent-Based Modeling, Complexity Theory, Network Theory, Big Data, and emerging methods of Analysis and Visualization for new types of data explore novel complexity science approaches to dynamic geographic phenomena and their applications, addressing challenges and enriching research methodologies in geography in a Big Data Era.
This book contains a selection of papers presented during a special workshop on Complexity Science organized as part of the 9th International Conference on GIScience 2016. Expert researchers in the areas of Agent-Based Modeling, Complexity Theory, Network Theory, Big Data, and emerging methods of Analysis and Visualization for new types of data explore novel complexity science approaches to dynamic geographic phenomena and their applications, addressing challenges and enriching research methodologies in geography in a Big Data Era.
Provides timely discussions on how cutting-edge technologies of data collection, management, processing, and analysis change trends in complexity science approaches in geospatial sciences Introduces the-state-of-the-art frameworks/methodologies to leverage advanced computational infrastructure to improve modeling, simulation, and data analysis Introduces novel analysis/visualization methods for new types of geospatial big data Shows how such advanced technologies and frameworks can be adapted to various application domains across natural and human phenomena
Autor*in
Liliana Perez
Themen in »Agent-Based Models and Complexity Science in the Age of Geospatial Big Data«
Geospatial Big Data Complexity Science Agent-Based Modeling Pattern Detection GIScience 2016 UCGIS algorithm analysis and problem complexity