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) /

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 Analy...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Perez, Liliana (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Kim, Eun-Kyeong (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Sengupta, Raja (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Advances in Geographic Information Science,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Agent-Based Models and Complexity Science in the Age of Geospatial Big Data  |h [electronic resource] :  |b Selected Papers from a workshop on Agent-Based Models and Complexity Science (GIScience 2016) /  |c edited by Liliana Perez, Eun-Kyeong Kim, Raja Sengupta. 
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490 1 |a Advances in Geographic Information Science,  |x 1867-2434 
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. 
650 0 |a Geographical information systems. 
650 0 |a Computer simulation. 
650 0 |a Big data. 
650 0 |a Algorithms. 
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650 2 4 |a Simulation and Modeling.  |0 http://scigraph.springernature.com/things/product-market-codes/I19000 
650 2 4 |a Big Data/Analytics.  |0 http://scigraph.springernature.com/things/product-market-codes/522070 
650 2 4 |a Big Data.  |0 http://scigraph.springernature.com/things/product-market-codes/I29120 
650 2 4 |a Algorithm Analysis and Problem Complexity.  |0 http://scigraph.springernature.com/things/product-market-codes/I16021 
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700 1 |a Kim, Eun-Kyeong.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
700 1 |a Sengupta, Raja.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
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