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The Scent of Deception: Recognizing Fake Perfume Reviews in Polish

机译:欺骗的气味:在波兰语中识别假香水

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Many opinion aggregation websites are injected by wellformed, fake reviews. Previous work showed that such spam is very hard to identify by a non-expert human reader and therefore, automated methods are needed to identify deceptive content. To this day, there has been no study for the Polish language and our main goal is to fill that gap. We present a corpus of fake and true reviews in Polish and describe experiments on automated opinion spam detection. Our approach turns out to be highly successful, but future systematic studies are needed to confirm the nature of our findings.
机译:许多意见聚合网站被完好的,虚假的评论注射。以前的工作表明,这种垃圾邮件非常难以通过非专家人类读者识别,因此,需要自动化方法来识别欺骗性含量。至今,对波兰语没有学习,我们的主要目标是填补这种差距。我们在波兰语中展示了一个假的和真正的评论,并描述了关于自动化舆论垃圾邮件检测的实验。我们的方法结果非常成功,但需要未来的系统研究来确认我们的研究结果的性质。

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