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Agent-based models and complexity sc...

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Agent-based models and complexity science in the age of geospatial big dataselected papers from a workshop on agent-based models and complexity science (GIScience 2016) /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Agent-based models and complexity science in the age of geospatial big dataedited by Liliana Perez, Eun-Kyeong Kim, Raja Sengupta.
Reminder of title:	selected papers from a workshop on agent-based models and complexity science (GIScience 2016) /
remainder title:	GIScience 2016
other author:	Perez, Liliana.
corporate name:
Published:	Cham :Springer International Publishing :2018.
Description:	xi, 102 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Geographic information systems
Online resource:	http://dx.doi.org/10.1007/978-3-319-65993-0
ISBN:	9783319659930$q(electronic bk.)

Agent-based models and complexity science in the age of geospatial big dataselected papers from a workshop on agent-based models and complexity science (GIScience 2016) /
Agent-based models and complexity science in the age of geospatial big dataselected papers from a workshop on agent-based models and complexity science (GIScience 2016) /[electronic resource] :GIScience 2016edited by Liliana Perez, Eun-Kyeong Kim, Raja Sengupta. - Cham :Springer International Publishing :2018. - xi, 102 p. :ill., digital ;24 cm. - Advances in geographic information science,1867-2434. - Advances in geographic information science..

1. Developing High Fidelity, Data Driven, Verified Agent Based Models of Coupled Socio-Ecological Systems of Alaska Fisheries -- 2. Leveraging Coupled Agent-Based Models to Explore the Resilience of Tightly-Coupled Land Use Systems -- 3. Deconstructing geospatial agent-based model: Sensitivity analysis of forest insect infestation model -- 4.An Agent-Based Model to Identify Migration Pathways of Refugees: the Case of Syria -- 5. Rule extraction for Agent Mobility from Animal "Big Data": Trends and Possibilities -- 6. Wealthy Hubs and Poor Chains: Constellations and Routing in the U.S. Urban Migration System -- 7. Uncovering geographic and structural characteristics of the interpersonal communication. network on Twitter: A complex networks perspective.

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.

ISBN: 9783319659930$q(electronic bk.)

Standard No.: 10.1007/978-3-319-65993-0doiSubjects--Topical Terms:

281515
Geographic information systems

LC Class. No.: G70.212 / .I58 2016

Dewey Class. No.: 910.285

Agent-based models and complexity science in the age of geospatial big dataselected papers from a workshop on agent-based models and complexity science (GIScience 2016) /
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505 0 $a 1. Developing High Fidelity, Data Driven, Verified Agent Based Models of Coupled Socio-Ecological Systems of Alaska Fisheries -- 2. Leveraging Coupled Agent-Based Models to Explore the Resilience of Tightly-Coupled Land Use Systems -- 3. Deconstructing geospatial agent-based model: Sensitivity analysis of forest insect infestation model -- 4.An Agent-Based Model to Identify Migration Pathways of Refugees: the Case of Syria -- 5. Rule extraction for Agent Mobility from Animal "Big Data": Trends and Possibilities -- 6. Wealthy Hubs and Poor Chains: Constellations and Routing in the U.S. Urban Migration System -- 7. Uncovering geographic and structural characteristics of the interpersonal communication. network on Twitter: A complex networks perspective.
520 $a 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.
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