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The logs from a online fraud detection service, including IP address,
city, state, zip, country, can be used to estimate locations of IP
addresses with locations by correlating IP address and location pairs
from the fraud detection service logs by network. Given a network of
neighboring IP addresses (for example 80.80.80.0/24), we can take an
median or average of time-decayed of the IP address / location pairs
which will be the estimated location for that networks. We can repeat
this process for all IP networks to build a IP Geolocation database. |
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