skip to content
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) Preview this item
ClosePreview this item
Checking...

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)

Author: Liliana Perez; Eun-Kyeong Kim; Raja Sengupta
Publisher: Cham : Springer, ©2018.
Series: Advances in geographic information science.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
Perez, Liliana.
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).
Cham : Springer International Publishing, ©2017
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Liliana Perez; Eun-Kyeong Kim; Raja Sengupta
ISBN: 9783319659930 3319659936
OCLC Number: 1007926932
Notes: ""3.3 High- and Low-Income Routing""
Description: 1 online resource (111 pages)
Contents: Preface --
Program Committee --
Lighting Talks --
Contents --
About the Editors --
Developing High Fidelity, Data Driven, Verified Agent Based Models of Coupled Socio-Ecological Systems of Alaska Fisheries --
1 Introduction --
2 Determining Socio-Ecological Dynamics --
2.1 Reconstructing Salmon Run-Timing Dynamics --
2.2 Coupled Socio-Ecological Systems Dynamics --
2.3 Reconstructing the Social System's Dynamics --
3 The Model --
3.1 Model Validation Using the Coupled Socio-Ecological Systems Dynamics --
4 Behavioral Sensitivity Analysis 5 Conclusions and Future WorkReferences --
Leveraging Coupled Agent-Based Models to Explore the Resilience of Tightly-Coupled Land Use Systems --
1 Introduction --
2 Resilience and Complexity --
3 Preliminary Modeling Methods --
4 Preliminary Results and Discussion --
5 Future Work and the Promise of ABMs for Resilience --
6 Conclusion --
References --
Deconstructing Geospatial Agent-Based Model: Sensitivity Analysis of Forest Insect Infestation Model --
1 Introduction --
2 Background --
2.1 Emerald Ash Borer (EAB) --
2.2 EAB ABM --
3 Methods 3.1 Invariant-Variant Method for Analysis of EAB ABM3.2 Bounded Rationality Sensitivity Tests --
4 Results --
4.1 Invariant-Variant Method for Analysis of EAB ABM --
4.2 Bounded Rationality Sensitivity Tests --
5 Discussion and Conclusions --
References --
An Agent-Based Model to Identify Migration Pathways of Refugees: The Case of Syria --
1 Introduction --
2 Review of Literature --
2.1 Conflict-Induced Displacement: Contextualizing Refugee Migration --
2.2 Complex Systems Theory --
2.3 ABM and Forced Migration --
3 Data and Methods --
3.1 Data 3.2 The Model3.2.1 Conflict Zones --
3.2.2 Tolerance and the Decision to Leave --
3.2.3 Destination Choice --
3.2.4 Migration --
3.2.5 Arrival --
3.3 Model Parametrization --
4 Results --
4.1 Model Output --
4.2 Model Testing and Validation --
5 Conclusion --
References --
Automated Extraction of Movement Rationales for Building Agent-Based Models: Example of a Red Colobus Monkey Group --
1 Introduction --
2 Extracting Movement Rationales from Data 3 An Example of Red Colobus (Procolobus rufomitratus) Monkey Group Movements in Kibale National Park, Uganda3.1 Movement Rules --
3.2 Constraining Rules --
4 Future Possibilities --
References --
Wealthy Hubs and Poor Chains: Constellations in the U.S. Urban Migration System --
1 Introduction --
2 Data and Methods --
2.1 U.S. Migration Data and Population Data --
2.2 The Best Friend Configuration Model --
2.3 Constellations --
2.4 Analytical Methods --
3 Results --
3.1 Best Friend Network --
3.2 Comparison to Prevailing Methods
Series Title: Advances in geographic information science.
Responsibility: Liliana Perez, Eun-Kyeong Kim, Raja Sengupta, editors.

Abstract:

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.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1007926932> # 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)
    a schema:MediaObject, schema:CreativeWork, schema:Book ;
    library:oclcnum "1007926932" ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/4617710941#Place/cham> ; # Cham
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_hikes_&_walks> ; # TRAVEL--Hikes & Walks
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_budget> ; # TRAVEL--Budget
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_museums_tours_points_of_interest> ; # TRAVEL--Museums, Tours, Points of Interest
    schema:about <http://dewey.info/class/910.285/e23/> ;
    schema:about <http://dewey.info/class/910/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/geographic_information_systems> ; # Geographic information systems
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/science_earth_sciences_geography> ; # SCIENCE--Earth Sciences--Geography
    schema:about <http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_parks_&_campgrounds> ; # TRAVEL--Parks & Campgrounds
    schema:bookFormat schema:EBook ;
    schema:contributor <http://experiment.worldcat.org/entity/work/data/4617710941#Person/sengupta_raja> ; # Raja Sengupta
    schema:contributor <http://experiment.worldcat.org/entity/work/data/4617710941#Person/perez_liliana> ; # Liliana Perez
    schema:contributor <http://experiment.worldcat.org/entity/work/data/4617710941#Person/kim_eun_kyeong> ; # Eun-Kyeong Kim
    schema:copyrightYear "2018" ;
    schema:creator <http://experiment.worldcat.org/entity/work/data/4617710941#Meeting/international_symposium_on_geographic_information_science_9th_2016_montreal_quebec> ; # International Symposium on Geographic Information Science (9th : 2016 : Montréal, Québec)
    schema:datePublished "2018" ;
    schema:description "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."@en ;
    schema:description "Preface -- Program Committee -- Lighting Talks -- Contents -- About the Editors -- Developing High Fidelity, Data Driven, Verified Agent Based Models of Coupled Socio-Ecological Systems of Alaska Fisheries -- 1 Introduction -- 2 Determining Socio-Ecological Dynamics -- 2.1 Reconstructing Salmon Run-Timing Dynamics -- 2.2 Coupled Socio-Ecological Systems Dynamics -- 2.3 Reconstructing the Social System's Dynamics -- 3 The Model -- 3.1 Model Validation Using the Coupled Socio-Ecological Systems Dynamics -- 4 Behavioral Sensitivity Analysis"@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/4617710941> ;
    schema:genre "Conference publication"@en ;
    schema:genre "Conference papers and proceedings"@en ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/4617710941#Series/advances_in_geographic_information_science> ; # Advances in geographic information science.
    schema:isSimilarTo <http://worldcat.org/entity/work/data/4617710941#CreativeWork/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> ;
    schema:name "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)"@en ;
    schema:productID "1007926932" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/1007926932#PublicationEvent/cham_springer_2018> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/4617710941#Agent/springer> ; # Springer
    schema:url <https://link.springer.com/book/10.1007/978-3-319-65992-3> ;
    schema:url <https://public.ebookcentral.proquest.com/choice/publicfullrecord.aspx?p=5107906> ;
    schema:url <https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1619802> ;
    schema:url <https://doi.org/10.1007/978-3-319-65993-0> ;
    schema:url <https://link.springer.com/book/10.1007/978-3-319-65993-0> ;
    schema:workExample <http://dx.doi.org/10.1007/978-3-319-65993-0> ;
    schema:workExample <http://worldcat.org/isbn/9783319659930> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1007926932> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/4617710941#Meeting/international_symposium_on_geographic_information_science_9th_2016_montreal_quebec> # International Symposium on Geographic Information Science (9th : 2016 : Montréal, Québec)
    a bgn:Meeting, schema:Event ;
    schema:location <http://experiment.worldcat.org/entity/work/data/4617710941#Place/montreal_quebec> ; # Montréal, Québec)
    schema:name "International Symposium on Geographic Information Science (9th : 2016 : Montréal, Québec)" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Person/kim_eun_kyeong> # Eun-Kyeong Kim
    a schema:Person ;
    schema:familyName "Kim" ;
    schema:givenName "Eun-Kyeong" ;
    schema:name "Eun-Kyeong Kim" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Person/perez_liliana> # Liliana Perez
    a schema:Person ;
    schema:familyName "Perez" ;
    schema:givenName "Liliana" ;
    schema:name "Liliana Perez" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Person/sengupta_raja> # Raja Sengupta
    a schema:Person ;
    schema:familyName "Sengupta" ;
    schema:givenName "Raja" ;
    schema:name "Raja Sengupta" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Place/montreal_quebec> # Montréal, Québec)
    a schema:Place ;
    schema:name "Montréal, Québec)" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Series/advances_in_geographic_information_science> # Advances in geographic information science.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1007926932> ; # 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)
    schema:name "Advances in geographic information science." ;
    schema:name "Advances in Geographic Information Science" ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Topic/geographic_information_systems> # Geographic information systems
    a schema:Intangible ;
    schema:name "Geographic information systems"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Topic/science_earth_sciences_geography> # SCIENCE--Earth Sciences--Geography
    a schema:Intangible ;
    schema:name "SCIENCE--Earth Sciences--Geography"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_hikes_&_walks> # TRAVEL--Hikes & Walks
    a schema:Intangible ;
    schema:name "TRAVEL--Hikes & Walks"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_museums_tours_points_of_interest> # TRAVEL--Museums, Tours, Points of Interest
    a schema:Intangible ;
    schema:name "TRAVEL--Museums, Tours, Points of Interest"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4617710941#Topic/travel_parks_&_campgrounds> # TRAVEL--Parks & Campgrounds
    a schema:Intangible ;
    schema:name "TRAVEL--Parks & Campgrounds"@en ;
    .

<http://worldcat.org/entity/work/data/4617710941#CreativeWork/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>
    a schema:CreativeWork ;
    rdfs:label "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)." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1007926932> ; # 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)
    .

<http://worldcat.org/isbn/9783319659930>
    a schema:ProductModel ;
    schema:isbn "3319659936" ;
    schema:isbn "9783319659930" ;
    .

<http://www.worldcat.org/title/-/oclc/1007926932>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/1007926932> ; # 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)
    schema:dateModified "2019-11-06" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.