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Experimental Comparison of Free IP Geolocation Services

机译:免费IP地理位置服务的实验比较

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摘要

IP geolocation services is used to locate the geographical location of an IP address, which has an important means for mapping cyberspace to the physical world. There are many location methods, such as delay-based method, database-driven method and topology-driven method. Currently, the mainstream IP geolocation services generally use a combination of different methods. We have collected some free IP geolocation services and studied their usage. Online geolocation services include: ip-api.com, ip.taobao.com, Baidu Map API, and Sina IPLOOKUP. Local services include: GeoLite2, ChunZhen database, IPPLUS360 and ipip.net. In the project cooperation, we obtained the IP address data of a city in China. Using the IP address data of the city as a data set, we conducted an experimental comparison of these IP geolocation services. The analysis and comparison of these IP geolocation services were carried out from three angles of data richness, query accuracy and query speed. It is found that the accuracy of online geolocation services is generally higher than that of local services, but the query speed is generally lower than that of local services. Specifically, different query service accuracy and query speed are different, and the difference is obvious, and few geolocation services can provide county-level information. We also found that the accuracy of some geolocation services needs to be improved. These results can be used as references for researchers with similar needs.
机译:IP地理位置服务用于定位IP地址的地理位置,这对于将网络空间映射到物理世界的重要手段。存在许多位置方法,例如基于延迟的方法,数据库驱动方法和拓扑驱动方法。目前,主流IP地理位置服务通常使用不同方法的组合。我们收集了一些免费的IP地理位置服务,并研究了他们的用法。在线地理位置服务包括:IP-API.com,IP.Taobao.com,百度地图API和新浪IPLookup。本地服务包括:GeoLite2,Chunzhen数据库,IPPlus360和IPIP.NET。在项目合作中,我们获得了中国一个城市的IP地址数据。使用城市的IP地址数据作为数据集,我们对这些IP地理定位服务进行了实验比较。这些IP地理位置服务的分析和比较是从数据丰富,查询精度和查询速度的三个角度进行的。结果发现,在线地理位理服务的准确性通常高于本地服务的准确性,但查询速度通常低于本地服务的查询速度。具体而言,不同的查询服务精度和查询速度不同,差异很明显,很少几个地理位置服务可以提供县级信息。我们还发现,需要改善一些地理位置服务的准确性。这些结果可用作对具有相似需求的研究人员的参考。

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