OpenStreetMap Data Homogenizaton

!!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 by Jerry Clough, SotM-EU 2014, 13-15 June 2014. Karlsruhe. [2]