地理定位
计算机科学
一致性(知识库)
数据库
聚类分析
互联网
Ip地址
数据挖掘
中国大陆
光学(聚焦)
IP地址管理
情报检索
中国
万维网
地理
因特网协议
计算机网络
人工智能
考古
物理
光学
作者
Li Han,Yongrui He,Rongrong Xi,Zhanfeng Wang
标识
DOI:10.1109/icicta.2015.13
摘要
Direct query to IP geolocation databases is a convenient and widespread way for determining geographic location where a host with corresponding IP address is. However, many databases available on the Internet may not provide accuracy data as they claim. In this paper, we focus on analyzing IP addresses of mainland China recorded in popular China-based IP geolocation databases. First, distributions and characteristics of IP addresses and blocks of mainland China at different geographic granularities are analyzed. Second, entries consistency comparisons among databases are implemented and those with better performances are recommended, we also use small amount of ground truth data to verify the recommended databases. Finally, clustering and classification analyses are conducted for IP blocks with different locations and preliminary conclusions are drawn.
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