异步在线多博客的声誉危机

Pub Date : 2023-01-19 DOI:10.1163/18773109-01501006
Agnieszka Pluwak
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引用次数: 1

摘要

声誉危机很少从语言学的角度进行研究,这导致了一些研究空白。因此,在这项研究中,三个选定的危机案例被分析为异步在线多博客——从发表之时起,利益相关者在不同来源进行的互联网辩论。在这种方法中,语料库分析已经与计算机中介通信理论、言语行为和情感语义研究相结合。研究结果之一是,在不同的危机案例中,用户生成的内容中,某些常见的副主题、情绪表达和沟通行为模式是显而易见的。与一些NLP研究相反,利益相关者在危机情况下表达的情绪不是指主要主题,而是指其子主题,这影响了文本挖掘模型的构建。与之前的社交媒体研究不同,讽刺而非愤怒是对声誉危机的主要反应。
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Crises of reputation as asynchronous online polylogues
Crises of reputation are rarely studied from the linguistic point of view, which results in several research gaps. Therefore, in this study three selected crisis cases have been analyzed as asynchronous online polylogues—Internet debates performed by stakeholders in different sources from the moment of publication. In this approach corpus analysis has been combined with the theory of computer-mediated communication, speech acts and a semantic study of emotions. One of the findings was that certain common patterns of subtopics, emotion expressions and communicative actions are noticeable in the user-generated content across different crisis cases. Contrary to some NLP studies, emotions expressed by stakeholders in a crisis situation refer not to the major topic, but to its subtopics, which impacts the construction of text-mining models. Unlike in pre-social media studies, sarcasm and not anger is the major emotion expressed textually in reaction to a crisis of reputation.
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