OpenStreetMap Data Homogenizaton

Introduction

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

tbd.

See also

• http://wiki.openstreetmap.org/wiki/TagFinder
• http://wiki.openstreetmap.org/wiki/JOSM/Plugins/OSMantic#OSMantic
• Osmaxx

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]