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PerSent: A Freely Available Persian Sentiment Lexicon

机译:潜在人:一个可自由的波斯情绪词典

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People need to know other people's opinions to make well-informed decisions to buy products or services. Companies and organizations need to understand people's attitude towards their products and services and use feedback from the customers to improve their products. Sentiment analysis techniques address these needs. While the majority of Internet users are not English speakers, most research papers in the sentiment-analysis field focus on English; resources for other languages are scarce. In this paper, we introduce a Persian sentiment lexicon, which consists of 1500 words along with their part-of-speech tags and polarity scores. We have used two machine-learning algorithms to evaluate the performance of this resource on a sentiment analysis task. The lexicon is freely available and can be downloaded from our website.
机译:人们需要了解其他人的意见,以便提供知情的决定来购买产品或服务。公司和组织需要了解人们对产品和服务的态度,并利用客户的反馈来改善其产品。情感分析技术解决了这些需求。虽然大多数互联网用户不是英语演讲者,但大多数研究论文在情绪分析领域侧重于英语;其他语言的资源稀缺。在本文中,我们介绍了一个波斯情绪词典,其中包括1500字,以及它们的言语分组和极性分数。我们使用了两种机器学习算法来评估该资源在情绪分析任务上的性能。 Lexicon自由可用,可以从我们的网站下载。

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