Title :
A method and a tool for geocoding and record linkage
Author :
Charif, Omar ; Omrani, Hiba ; Klein, O. ; Schneider, Markus ; Trigano, Philippe
Author_Institution :
Heudiasyc Lab., Technol. Univ. of Compiegne, Compiegne, France
Abstract :
For many years, researchers have presented the geocoding of postal addresses as a challenge. Several research works have been devoted to achieve the geocoding process. This paper presents theoretical and technical aspects for geolocalization, geocoding, and record linkage. It shows possibilities and limitations of existing methods and commercial software identifying areas for further research. In particular, we present a methodology and a computing tool allowing the correction and the geo-coding of mailing addresses. The paper presents two main steps of the methodology. The first preliminary step is addresses correction (addresses matching), while the second caries geocoding of identified addresses. Additionally, we present some results from the processing of real data sets. Finally, in the discussion, areas for further research are identified.
Keywords :
geographic information systems; addresses matching; geocoding process; geolocalization; mailing addresses; postal addresses; record linkage; Artificial neural networks; Buildings; Couplings; Databases; Impedance matching; Roads; Writing; addresses correction; data management; geocodage; matching; record linkage;
Conference_Titel :
Geoscience and Remote Sensing (IITA-GRS), 2010 Second IITA International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-8514-7
DOI :
10.1109/IITA-GRS.2010.5603037