基于动态代理的网络地理信息系统数据采集爬虫策略

Shumiao Yu, Weifeng Sun, Minghan Jia
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引用次数: 2

摘要

随着地理信息系统的发展,数字地球和数字城市在人们的生活中发挥着越来越重要的作用。传感器或其他边缘节点产生的数据需要在物联网的分布式系统中由爬虫收集,例如CyberGIS中的GIS数据。在一些边缘网络中,网络运营商采取了屏蔽请求IP地址、要求登录验证码等措施来限制爬虫,避免对服务器造成干扰。针对边缘网络中web服务器的数据采集问题,提出了一种基于动态IP地址的DP-crawler策略来解决边缘网络中的反爬虫策略。DP-crawler可以从安全感知列表中动态获取合适的IP地址,并选择最佳可用代理。安全感知列表是为使用区块链而设计的。通过这种方法可以实现安全性和动态存储。采用DP-crawler对网络进行爬行,实验中获得了豆瓣电影的详细信息。实验结果表明,使用DP-Crawler可以获得更多的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Dynamic Proxy Based Crawler Strategy for Data Collection on CyberGIS
With the development of geographic information system, digital earth and digital city play more and more important roles in life. The data generated by sensors or other edge nodes need to be collected by crawlers in the distributed systems in IoT, such as the GIS data in CyberGIS. In some edge networks, network operators have adopted methods to limit crawlers, such as blocking the request IP addresses, requiring logging in verification codes and other measures to avoid disturbance to servers. To collect data from web servers in these types of edge networks, a dynamic IP address based strategy DP-crawler is proposed to solve the anti-crawler strategies in the edge networks. DP-crawler can dynamic get proper IP addresses from a security-aware list and select the best available proxies. The security-aware list is designed to use the block-chain. Security and dynamic storage can be achieved by this method. DP-crawler is used to crawler webs, and the detailed information of Douban movies are obtained in the experiments. The experiment results show that the DP-Crawler can get more information by using the DP-Crawler.
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