情感分析与变革:评估国际公司品牌重塑过程中用户看法的案例研究

Anastasiia Medvedenko, Ekaterina Gruzova, Svetlana Gaivoronskaya, Snezhana Besolova, Milena Dobreva, Krassimira Ivanova
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引用次数: 0

摘要

文章对国际公司在 2022 年 2 月 24 日退出俄罗斯市场后的品牌重塑过程进行了情感分析。通过对与两对公司(麦当劳/Vkusno I Tochka;Zara/Maag)相关的社交媒体内容进行比较分析,发现了用户对这一变化的不同情感模式。这是探索社交媒体分析方法和工具在多大程度上能够揭示品牌重塑过程的一次开创性尝试。这项研究证明了开展此类研究的潜力,同时也强调了在句子层面的意见评估方面仍然存在的不完善之处,尤其是在非英语文本中。
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Sentiment analysis and change: a case study of evaluating user perceptions during international companies’ rebranding
The article presents a sentiment analysis of the process of rebranding international companies in Russia following their withdrawal from the local market after 24.02.2022. The comparative analysis of social media content related to two pairs of companies (McDonald’s / Vkusno I Tochka; Zara / Maag) showed different patterns of users’ sentiments about the change. This is a pioneering attempt to explore to what extent social media analysis methods and tools can shed light on rebranding processes. This research demonstrates the potential for conducting such types of studies, but also to highlight the still existing imperfections in terms of sentence-level opinion assessment, especially in non-English texts.
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