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Spamming the mainstream: A survey on trending Twitter spam detection techniques

机译:垃圾邮件成为主流:有关Twitter垃圾邮件检测技术趋势的调查

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摘要

In recent years, social networking sites are being referred frequently by the people, due to this the social networking sites are growing very fast. Twitter is one such micro-blogging site where the users are able to connect with new people and know what is happening in the world through the topics discussed on twitter. For this reason, twitter is targeted by malicious users who post harmful links, unwanted messages which are not of users interest which is called, spam. In this paper, a comprehensive survey on existing methods on twitter spam detection is presented. From this survey, it is clear that detecting URL content in the tweet is very important to know whether the tweet is spam or non-spam. The advantages and faws are discussed. The comparative analysis of the existing detection methods are also presented by reviewing research papers published from 2010-2017. There is a lot of scope for the researchers to carry out their research in fnding out an eff cient Twitter Spam Detection method.
机译:近年来,社交网站被人们频繁引用,因此,社交网站发展非常迅速。 Twitter是这样的微博客网站,用户可以在其中与新朋友建立联系,并通过Twitter上讨论的主题了解世界上正在发生的事情。因此,twitter的目标是恶意用户,这些用户发布有害链接,有害的垃圾邮件,这些垃圾邮件不是用户感兴趣的垃圾邮件。本文对现有的Twitter垃圾邮件检测方法进行了全面的综述。从此调查中可以明显看出,检测推文中的URL内容对于了解该推文是垃圾邮件还是非垃圾邮件非常重要。讨论了优点和缺点。通过审查2010-2017年发表的研究论文,还对现有检测方法进行了比较分析。研究人员在寻找有效的Twitter垃圾邮件检测方法方面有很大的开展空间。

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