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!!Introduction  
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== Introduction ==
  
 
Data homogenization is related to ETL processes like transformation and conversion but also to data wrangling, scrubbing and cleansing.
 
Data homogenization is related to ETL processes like transformation and conversion but also to data wrangling, scrubbing and cleansing.
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tbd.
 
tbd.
  
!! References
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== References ==
* "An intrinsic approach for the detection and correction of attributive inconsistencies and semantic heterogeneity in OSM data" Martin Loidl and Stefan Keller (2015). Abstract submitted to AAG. [PDF]
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;"An intrinsic approach for the detection and correction of attributive inconsistencies and semantic heterogeneity in OSM data": Martin Loidl and Stefan Keller (2015). Abstract submitted to AAG. [PDF].
* "OpenStreetMap Data Wrangling for Spatial Analysis and Professional Use", Presentation by Stefan Keller, SoTM 2014, Nov. 7th 2014, Buenos Aires. [http://www.stateofthemap.org/session/OpenStreetMap_Data_Wrangling_for_Spatial_Analysis_and_Professional_Use]
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;"OpenStreetMap Data Wrangling for Spatial Analysis and Professional Use": Presentation by Stefan Keller, SoTM 2014, Nov. 7th 2014, Buenos Aires. [http://www.stateofthemap.org/session/OpenStreetMap_Data_Wrangling_for_Spatial_Analysis_and_Professional_Use]
* Beyond the 3 "R"s The Challenges of Using OpenStreetMap Data for Analysis by Jerry Clough, SotM-EU 2014, 13-15 June 2014. Karlsruhe. [http://sotm-eu.org/en/slots/71]
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; Beyond the 3 "R"s The Challenges of Using OpenStreetMap Data for Analysis: Jerry Clough, SotM-EU 2014, 13-15 June 2014. Karlsruhe. [http://sotm-eu.org/en/slots/71]

Version vom 21. Januar 2015, 16:17 Uhr

Introduction

Data homogenization is related to ETL processes like transformation and conversion but also to data wrangling, scrubbing and cleansing.

tbd.

References

"An intrinsic approach for the detection and correction of attributive inconsistencies and semantic heterogeneity in OSM data"
Martin Loidl and Stefan Keller (2015). Abstract submitted to AAG. [PDF].
"OpenStreetMap Data Wrangling for Spatial Analysis and Professional Use"
Presentation by Stefan Keller, SoTM 2014, Nov. 7th 2014, Buenos Aires. [1]
Beyond the 3 "R"s The Challenges of Using OpenStreetMap Data for Analysis
Jerry Clough, SotM-EU 2014, 13-15 June 2014. Karlsruhe. [2]