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<font size = 5; color="#FFFFFF">IS415 GeoSpatial Analytics for Business Intelligence</font>
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[[Course_information| <font color="#FFFFFF">About</font>]]
  
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[[Media:lesson01-v1.7.0.pdf|Lesson01 slides]]
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[[Lesson_Plan| <font color="#FFFFFF">Weekly Session</font>]]
  
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==Course Overview[https://wiki.smu.edu.sg/1516t2is415g1/Course_information]==
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[[GAProject| <font color="#FFFFFF">Geospatial Analytics Project</font>]]
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<font size = 5>'''Thinking Spatially: Geospatial Analytics for Business Intelligence'''</font>
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[[Media:lesson01-v1.11.0.pdf|Lesson01 slides]]
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=Course Overview=
 
*  Why this course?
 
*  Why this course?
 
*  What does it cover?
 
*  What does it cover?
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*  Rules to be followed
 
*  Rules to be followed
  
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==Introduction to Geospatial Analytics==
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===Motivations of Geospatial Analytics===
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=Introduction to Geospatial Analytics=
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==Motivations of Geospatial Analytics==
 
* Geospatial data are unique
 
* Geospatial data are unique
 
* The power of where in business decision making
 
* The power of where in business decision making
 
* A Gallery of Geospatial Analytics Applications'''
 
* A Gallery of Geospatial Analytics Applications'''
  
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===The Geospatial Technology Foundations===
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==The Geospatial Technology Foundations==
 
* Geographical Information Systems (GIS)
 
* Geographical Information Systems (GIS)
 
** The role of GIS
 
** The role of GIS
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* GeoWeb Client
 
* GeoWeb Client
  
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===Geospatial Analytics Methods===  
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==Geospatial Analytics Methods==
 
* GeoSpatial Visual Analytics
 
* GeoSpatial Visual Analytics
 
* Exploratory Spatial Data Analytics Techniques
 
* Exploratory Spatial Data Analytics Techniques
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* GeoComputation  
 
* GeoComputation  
  
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== Before Class Readings ==
 
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* Geospatial Visualization in Business: Bringing John Snow into the Boardroom [http://www.justinholman.com/2012/02/07/bringing-john-snow-into-the-boardroom/]
 
  
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* Seven User Cases for Geospatial Analytics [https://www.victa.nl/alteryx/wp-content/uploads/TDWI-Checklist-Webinar-on-Data-Discovery.PDF]
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= Before Class Readings =
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* Spatial analysis[http://www.experian.co.uk/assets/business-strategies/white-papers/wp-spatial-analysis-retail.pdf]
 
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* Spatial Career Guide – How to Become a Geospatial Analyst [http://www.justinholman.com/2012/03/31/geospatial-analyst-curriculum-guide/]
 
  
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You are required to view this videos before the lesson.
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You are required to view the following videos before the lesson.
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* [https://www.youtube.com/watch?v=bLnJpkqjlwo Introduction to GIS (by KnowGIS.com)]
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* [https://www.youtube.com/watch?v=aLmMovuydqI QGIS - for Absolute Beginners]
  
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*  Layers of Asia: A GIS Journey Through our World [http://www.youtube.com/watch?v=qrfBIVx739E&feature=related]
 
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*  Value of geographical information [http://www.youtube.com/watch?v=Xr_sx0iHb1w&feature=related]
 
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*  Geospatial Revolution / Episode One [http://geospatialrevolution.psu.edu/episode1]
 
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*  Geospatial Revolution / Episode Two [http://geospatialrevolution.psu.edu/episode2]
 
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*  Geospatial Revolution / Episode Three [http://geospatialrevolution.psu.edu/episode3]
 
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*  Geospatial Revolution / Episode Four [http://geospatialrevolution.psu.edu/episode4]
 
  
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== Hands-on Session ==
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= Hands-on Session =
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[[media:hands-on_Ex01.pdf|Self-learning Hands-On Exercise: Your First Date with a GIS]]  
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[[media:hands-on_Ex01.pdf|Hands-On Exercise 1: Your First Date with a GIS]]  
  
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== References ==
 
  
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== Discussion ==
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= References =
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* Articles
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** [https://en.wikipedia.org/wiki/Geographic_information_system Geographic Information Systems]
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** Geospatial Visualization in Business: Bringing John Snow into the Boardroom [http://www.justinholman.com/2012/02/07/bringing-john-snow-into-the-boardroom/]
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** Seven User Cases for Geospatial Analytics [https://www.victa.nl/alteryx/wp-content/uploads/TDWI-Checklist-Webinar-on-Data-Discovery.PDF]
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** Spatial Career Guide – How to Become a Geospatial Analyst [http://www.justinholman.com/2012/03/31/geospatial-analyst-curriculum-guide/]
  
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[[Talk:Lesson01|Discussion Lesson 01]]
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* Videos
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**  Layers of Asia: A GIS Journey Through our World [http://www.youtube.com/watch?v=qrfBIVx739E&feature=related]
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**  Value of geographical information [http://www.youtube.com/watch?v=Xr_sx0iHb1w&feature=related]
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**  Geospatial Revolution Series 
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*** Geospatial Revolution / Episode One [http://geospatialrevolution.psu.edu/episode1]
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***  Geospatial Revolution / Episode Two [http://geospatialrevolution.psu.edu/episode2]
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***  Geospatial Revolution / Episode Three [http://geospatialrevolution.psu.edu/episode3]
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***  Geospatial Revolution / Episode Four [http://geospatialrevolution.psu.edu/episode4]

Latest revision as of 11:14, 5 January 2018

Claraview.png IS415 GeoSpatial Analytics for Business Intelligence

About

Weekly Session

Assignments

Geospatial Analytics Project

Course Resources

 


Thinking Spatially: Geospatial Analytics for Business Intelligence

Lesson01 slides


Course Overview

  • Why this course?
  • What does it cover?
  • Who is involved?
  • What assignments?
  • Rules to be followed


Introduction to Geospatial Analytics

Motivations of Geospatial Analytics

  • Geospatial data are unique
  • The power of where in business decision making
  • A Gallery of Geospatial Analytics Applications

The Geospatial Technology Foundations

  • Geographical Information Systems (GIS)
    • The role of GIS
    • Geospatial-enabled technologies (i.e. GPS, satellite remote sensing, RFID, mobile computing, social media)
    • GIS analysis
  • Geospatial data repository
  • GeoWeb Server
  • GeoWeb Client

Geospatial Analytics Methods

  • GeoSpatial Visual Analytics
  • Exploratory Spatial Data Analytics Techniques
    • Spatial Point Patterns Analysis
    • Geographically Weighted Statistics and LISA
  • Geospatial predictive models
    • Geographically Weighted Regression
    • Spatial Econometrics
  • Flow and Movement data analysis
  • Spatial Interaction Models
  • Network and Locational Analysis
  • Geographical Knowledge Data Discovery
  • GeoComputation


Before Class Readings

You are required to view the following videos before the lesson.


Hands-on Session

Hands-On Exercise 1: Your First Date with a GIS


References

  • Articles
    • Geographic Information Systems
    • Geospatial Visualization in Business: Bringing John Snow into the Boardroom [1]
    • Seven User Cases for Geospatial Analytics [2]
    • Spatial Career Guide – How to Become a Geospatial Analyst [3]
  • Videos
    • Layers of Asia: A GIS Journey Through our World [4]
    • Value of geographical information [5]
    • Geospatial Revolution Series
      • Geospatial Revolution / Episode One [6]
      • Geospatial Revolution / Episode Two [7]
      • Geospatial Revolution / Episode Three [8]
      • Geospatial Revolution / Episode Four [9]
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