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Exploring Resources for Sentiment Analysis in Portuguese Language

机译:探索葡萄牙语情感分析资源

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Sentiment Analysis is the field of study that analyzes people's opinions in texts. In the last decade, humans have come to share their opinions in social media on the Web (e.g., Forum discussions and posts in social network sites). Opinions are important because whenever we need to take a decision, we want to know others' points of view. The interest of industry and academia in this field of study is partly due to its potential applications, such as: marketing, public relations and political campaign. Research in this field often considers English data, while data from other languages are less explored. In this work we evaluate the available resources to assist Portuguese language sentiment analysis. For doing this, we perform sentiment analysis in a data set of the accommodation sector. We compare different pos-taggers and sentiment lexicons. We also evaluate the impact of some linguistic rules regarding negation and the position of adjectives.
机译:情感分析是分析文本中人们观点的研究领域。在过去的十年中,人们开始在Web上的社交媒体中分享他们的观点(例如,论坛讨论和社交网站上的帖子)。意见很重要,因为每当我们需要做出决定时,我们都希望了解他人的观点。工业界和学术界对该研究领域的兴趣部分是由于其潜在的应用,例如:市场营销,公共关系和政治运动。在该领域的研究通常会考虑英语数据,而较少探索来自其他语言的数据。在这项工作中,我们评估可用的资源来协助葡萄牙语情感分析。为此,我们在住宿部门的数据集中执行情感分析。我们比较了不同的pos-taggers和情绪词典。我们还评估了一些关于否定和形容词位置的语言规则的影响。

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