skip to content
Human dynamics research in smart and connected communities Preview this item
ClosePreview this item
Checking...

Human dynamics research in smart and connected communities

Author: Shih-Lung Shaw; Daniel Sui
Publisher: Cham, Switzerland : Springer, [2018]
Series: Human dynamics in smart cities.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book addresses how accelerating advances in information and communication technology, mobile technology, and location-aware technology have fundamentally changed the ways how social, political, economic and transportation systems work in today’s globally connected world.  It delivers on many exciting research questions related to human dynamics at both disaggregate and aggregate levels that attract the  Read more...
Rating:

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

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

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

Details

Genre/Form: Electronic books
Geographic information systems
Additional Physical Format: (OCoLC)1013727196
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Shih-Lung Shaw; Daniel Sui
ISBN: 9783319732473 3319732471
OCLC Number: 1023428008
Description: 1 online resource : illustrations, maps.
Contents: Intro; Contents; Editors and Contributors; 1 Introduction: Human Dynamics in Perspective; 1.1 Introduction; 1.2 Human Dynamics in Perspective; 1.3 Overview of the Chapters in This Volume; References; 2 Utilizing Geo-located Sensors and Social Media for Studying Population Dynamics and Land Classification; 2.1 Introduction; 2.2 Geo-located Human Activity Data Collection and Management; 2.2.1 Neogeography; 2.2.2 Volunteered Geographic Information; 2.2.3 Social Media; 2.2.3.1 Twitter; 2.2.3.2 Facebook; 2.2.3.3 Limitations of Social Media; 2.2.3.4 Application to Human Dynamics Research 2.3 Improving Land Use Inference by Factorizing Mobile Phone Call Activity Matrix2.3.1 Result and Analysis; 2.3.2 Validation; 2.4 Understanding Special Events Population; 2.4.1 Methods and Results; 2.4.2 Discussion; 2.5 Facility Popularity Assessment from Fine Grained Twitter Analysis; 2.5.1 Basic Description; 2.5.2 Twitter Training Data; 2.5.3 Text Classification Algorithm and Approach; 2.5.3.1 Data Sanitation and Cleaning; 2.5.4 Machine Learning Classification; 2.5.5 Results and Analysis; 2.5.5.1 Training Classifiers; 2.5.5.2 Evaluation Metrics; 2.5.5.3 Results; 2.5.5.4 Accuracy 2.5.5.5 Precision2.6 Summary; Acknowledgements; References; 3 Uncovering the Relationships Between Phone Communication Activities and Spatiotemporal Distribution of Mobile Phone Users; 3.1 Introduction; 3.2 Related Work; 3.3 Study Area and Mobile Phone Data Set; 3.4 Research Design; 3.4.1 Defining Indicators of Aggregate Cellphone Usage; 3.4.2 Deriving the Spatiotemporal Distribution of Mobile Phone Users; 3.4.3 Correlation and Regression Analysis; 3.5 Results and Discussion; 3.5.1 Correlation Between the Number of Phone Users and the Two Cellphone Usage Indicators 3.5.2 Comparison of Regression Models3.5.3 Cross Validation; 3.5.4 Spatiotemporal Patterns of Residuals; 3.6 Conclusion; Acknowledgements; References; 4 Spatio-Temporal-Network Visualization for Exploring Human Movements and Interactions in Physical and Virtual Spaces; 4.1 Introduction; 4.2 An Integrated Spatio-temporal-Network Framework; 4.3 Case Study; 4.4 Vision for Quantitative Analytical Metrics; 4.5 Conclusions; References; 5 Modeling Mobility and Dynamics of Scheduled Space-Time Activitiesâ#x80;#x94;An RDF Approach; 5.1 Introduction; 5.2 Related Work 5.2.1 Geospatial Technologies and Human Mobility5.2.2 Semantic Data Models and Geospatial Research; 5.3 A Semantic Data Model for Space-Time Activity; 5.3.1 Integrate Spatial and Temporal Dimension of Space-Time Activity; 5.3.2 Thematic Role of Participants of Space-Time Activities; 5.3.3 Individual Trajectory and Space-Time Activity; 5.3.4 Scheduled Space-Time Activities; 5.4 Prototype Implementation and a Use Case for Scheduled Movements; 5.5 Retrieving Campus Movement Dynamics from RDF Knowledgebase; 5.5.1 Representing and Visualizing Trajectories for Individual Students
Series Title: Human dynamics in smart cities.
Responsibility: Shih-Lung Shaw, Daniel Sui, editors.

Abstract:

Human Dynamics Research involves theoretical perspectives, space-time analytics, modeling human dynamics, urban analytics, social media and big data, travel dynamics, privacy issues, development of  Read more...

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/1023428008> # Human dynamics research in smart and connected communities
    a schema:CreativeWork, schema:MediaObject, schema:Book ;
    library:oclcnum "1023428008" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/social_science_sociology_urban> ; # SOCIAL SCIENCE / Sociology / Urban
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/cities_and_towns_technological_innovations> ; # Cities and towns--Technological innovations
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/human_behavior> ; # Human behavior
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/cities_and_towns> ; # Cities and towns
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/cities_and_towns_geographic_information_systems> ; # Cities and towns--Geographic information systems
    schema:about <http://dewey.info/class/307.76/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/information_society> ; # Information society
    schema:about <http://experiment.worldcat.org/entity/work/data/4765049350#Topic/technology_social_aspects> ; # Technology--Social aspects
    schema:bookFormat schema:EBook ;
    schema:datePublished "2018" ;
    schema:description "Intro; Contents; Editors and Contributors; 1 Introduction: Human Dynamics in Perspective; 1.1 Introduction; 1.2 Human Dynamics in Perspective; 1.3 Overview of the Chapters in This Volume; References; 2 Utilizing Geo-located Sensors and Social Media for Studying Population Dynamics and Land Classification; 2.1 Introduction; 2.2 Geo-located Human Activity Data Collection and Management; 2.2.1 Neogeography; 2.2.2 Volunteered Geographic Information; 2.2.3 Social Media; 2.2.3.1 Twitter; 2.2.3.2 Facebook; 2.2.3.3 Limitations of Social Media; 2.2.3.4 Application to Human Dynamics Research"@en ;
    schema:description "This book addresses how accelerating advances in information and communication technology, mobile technology, and location-aware technology have fundamentally changed the ways how social, political, economic and transportation systems work in today’s globally connected world.  It delivers on many exciting research questions related to human dynamics at both disaggregate and aggregate levels that attract the attention of researchers from a wide range of disciplines. Human Dynamics Research involves theoretical perspectives, space-time analytics, modeling human dynamics, urban analytics, social media and big data, travel dynamics, privacy issues, development of smart cities, and problems and prospects of human dynamics research.  This book includes contributions on theoretical, technical, or application aspects of human dynamics research from different disciplines. Appealing to researchers, scholars and students across a wide range of topics and disciplines including: urban studies, space-time, mobility and the internet, social media, big data, behavioral geography and spatiotemporal-network visualization, this book offers a glimpse at the cutting edge of research on human dynamics."@en ;
    schema:editor <http://experiment.worldcat.org/entity/work/data/4765049350#Person/shaw_shih_lung> ; # Shih-Lung Shaw
    schema:editor <http://experiment.worldcat.org/entity/work/data/4765049350#Person/sui_daniel> ; # Daniel Sui
    schema:exampleOfWork <http://worldcat.org/entity/work/id/4765049350> ;
    schema:genre "Electronic books"@en ;
    schema:genre "Geographic information systems"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/4765049350#Series/human_dynamics_in_smart_cities> ; # Human dynamics in smart cities.
    schema:isSimilarTo <http://www.worldcat.org/oclc/1013727196> ;
    schema:name "Human dynamics research in smart and connected communities"@en ;
    schema:productID "1023428008" ;
    schema:url <http://ezproxy.eui.eu/login?url=http://dx.doi.org/10.1007/978-3-319-73247-3> ;
    schema:url <http://public.eblib.com/choice/PublicFullRecord.aspx?p=5295056> ;
    schema:url <https://link.springer.com/openurl?genre=book&isbn=978-3-319-73246-6> ;
    schema:url <http://ezproxy.library.dal.ca/login?url=http://dx.doi.org/10.1007/978-3-319-73247-3> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1709631> ;
    schema:url <https://link.springer.com/10.1007/978-3-319-73247-3> ;
    schema:url <http://dx.doi.org/10.1007/978-3-319-73247-3> ;
    schema:workExample <http://dx.doi.org/10.1007/978-3-319-73247-3> ;
    schema:workExample <http://worldcat.org/isbn/9783319732473> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1023428008> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/4765049350#Person/shaw_shih_lung> # Shih-Lung Shaw
    a schema:Person ;
    schema:familyName "Shaw" ;
    schema:givenName "Shih-Lung" ;
    schema:name "Shih-Lung Shaw" ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Person/sui_daniel> # Daniel Sui
    a schema:Person ;
    schema:familyName "Sui" ;
    schema:givenName "Daniel" ;
    schema:name "Daniel Sui" ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Series/human_dynamics_in_smart_cities> # Human dynamics in smart cities.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1023428008> ; # Human dynamics research in smart and connected communities
    schema:name "Human dynamics in smart cities." ;
    schema:name "Human dynamics in smart cities" ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Topic/cities_and_towns_geographic_information_systems> # Cities and towns--Geographic information systems
    a schema:Intangible ;
    schema:name "Cities and towns--Geographic information systems"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Topic/cities_and_towns_technological_innovations> # Cities and towns--Technological innovations
    a schema:Intangible ;
    schema:name "Cities and towns--Technological innovations"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Topic/information_society> # Information society
    a schema:Intangible ;
    schema:name "Information society"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Topic/social_science_sociology_urban> # SOCIAL SCIENCE / Sociology / Urban
    a schema:Intangible ;
    schema:name "SOCIAL SCIENCE / Sociology / Urban"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4765049350#Topic/technology_social_aspects> # Technology--Social aspects
    a schema:Intangible ;
    schema:name "Technology--Social aspects"@en ;
    .

<http://worldcat.org/isbn/9783319732473>
    a schema:ProductModel ;
    schema:isbn "3319732471" ;
    schema:isbn "9783319732473" ;
    .

<http://www.worldcat.org/oclc/1013727196>
    a schema:CreativeWork ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/1023428008> ; # Human dynamics research in smart and connected communities
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

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