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Comparative Study on Objective and Subjective Emotional Tendencies of Online Reviews from Different Sources

机译:不同来源在线评论的客观和主观情感倾向比较研究

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As a type of word of mouth, online reviews have great impact on both consumers and sellers. As objective and subjective reviews from different sources may differ emotionally, their impacts and target readers may differ accordingly. Our study firstly uses text semantic analysis and multiple linear regression models to explore the emotional tendency of reviews from different sources. Our results show that objective tendency is stronger in expert reviews, which are mainly influenced by the arributes of the products; user reviews, which mainly depend on personal preference and product experience, tend to be more subjective than professional reviews. According to characteristics of reviews from different sources, we proposed some strategy suggestions for sellers.
机译:作为一种口口相传,在线评论对消费者和卖方都具有巨大的影响。由于来自不同来源的客观和主观评论可能会在情感上有所不同,因此它们的影响和目标读者可能也会有所不同。我们的研究首先使用文本语义分析和多元线性回归模型来探讨来自不同来源的评论的情感倾向。我们的结果表明,在专家评审中,客观趋势更强,这主要受产品的到货影响;用户评论(主要取决于个人喜好和产品体验)往往比专业评论更具主观性。根据来自不同来源的评论的特点,我们为卖家提出了一些策略建议。

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