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The Interactive Effect of Review Rating and Text Sentiment on Review Helpfulness

机译:评论等级与文本情感对评论有用性的互动影响

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Review ratings and text sentiments respectively represent quantitative and qualitative aspects of user-generated product reviews. These two types of polarity information complement each other in affecting consumers' review evaluation. Few extant studies consider the interplay of review rating and text sentiment on perceived review helpfulness. In this study, we attempt to investigate this potential interaction effect and examine whether it is conditional on review length. The empirical results from an analysis of 70,610 restaurant reviews from Yelp.com indicate that both review ratings and text sentiments exhibit negativity bias effect, such that negative ratings and texts are more helpful than positive ones. Meanwhile, the two types of review valence have a positive interaction effect on perceived review helpfulness. Moreover, the interaction effect of review rating and text sentiment is stronger for longer reviews.
机译:评论等级和文字情感分别代表用户生成的产品评论的定量和定性方面。这两种类型的极性信息在影响消费者的评论评价方面是相辅相成的。很少有现成的研究考虑评论等级和文字情感对所认为的评论有用性的相互影响。在这项研究中,我们试图调查这种潜在的相互作用效应,并检查它是否取决于评论的时长。根据Yelp.com对70,610条餐厅评论的分析得出的经验结果表明,评论评分和文字情感都表现出消极的偏见效果,因此负面评分和文字比正面评论和文字更有帮助。同时,这两种类型的评论价对感知的评论有用性具有积极的交互作用。此外,对于较长的评论,评论评分和文本情感的交互作用更强。

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