Location Accuracy of Commercial IP Address Geolocation Databases

  • Dan Komosny Brno University of Technology
  • Miroslav Voznak VSB-TU Ostrava
  • Saeed Ur Rehman Auckland University of Technology
Keywords: location, geolocation, IP address, groundtruth, accuracy, city, database, MaxMind, DB-IP, IP2Location, ipinfo, Skyhook, Neustar, Eurek, GeoBytes

Abstract

This paper deals with finding the geographical location of Internet nodes remotely with no need to communicate with the nodes located (client-independently). IP geolocation is used in a number of areas, such as content personalisation, on-line fraud prevention and detection, and digital media law enforcement. One of the main concerns when studying the accuracy of client-independent geolocation is the groundtruth dataset. As we show in the related work, the used groundtruth influences the results a lot. We construct an error-free groundtruth dataset consisting of nodes with GPS-precise locations. We also record the country, region, city, and ISP for each groundtruth node. Using the created groundtruth, we study the accuracy of eight IP location databases in a number of scenarios, such as effect of city area and population, effect of ISP assignment, and number of not-returned locations.

DOI: http://dx.doi.org/10.5755/j01.itc.46.3.14451

Published
2017-09-07
Section
Articles