A Complete Evaluation of the Chinese IP Geolocation Databases

Han Li, Yueying He, Rongrong Xi, Zhanfeng Wang
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引用次数: 8

Abstract

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.
中国IP地理定位数据库的全面评价
直接查询IP地理位置数据库是确定具有相应IP地址的主机所在地理位置的一种方便而广泛的方法。然而,互联网上的许多数据库可能并不像他们声称的那样提供准确性数据。在本文中,我们重点分析了中国大陆的IP地址记录在流行的基于中国的IP地理定位数据库。首先,分析了中国大陆不同地理粒度的IP地址和区块的分布特征。其次,实现数据库之间的条目一致性比较,推荐性能较好的数据库,并使用少量的ground truth数据对推荐的数据库进行验证。最后,对不同位置的IP块进行聚类和分类分析,得出初步结论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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