Grey relational analysis between social media engagement and users' decisions

Camelia Delcea, E. Scarlat
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引用次数: 4

Abstract

With the rapid development of social media and social strategies, firms have defined and applied an action plan in order to offer and to lure their customers. In this context, the internet has become the meeting place between companies and their targeted audience. Recent studies have shown us that customers are more likely to buy a certain product or service from a company they can follow or contact on social media. Moreover, the customers that are using social media feel a stronger relationship with the companies they are interacting with in virtual networks. But have the companies succeeded in getting everything from this strong relationship? Are their online advertising campaigns getting to the right customers? Is there any connection between social media engagement and the decisions users are taking? These questions are going to be addressed in this paper through a grey relational analysis applied to the selected variables. As the nature of relationships created in online social networks is characterized by incomplete information, the analysis will make use of the concepts and means offered by the grey systems theory, a theory that has obtained good results over time when used on uncertain situations.
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社交媒体参与与用户决策的灰色关联分析
随着社交媒体和社交策略的快速发展,公司已经定义并应用了一个行动计划,以提供和吸引他们的客户。在这种情况下,互联网已经成为公司与其目标受众之间的会面场所。最近的研究表明,客户更有可能从他们可以在社交媒体上关注或联系的公司购买某种产品或服务。此外,使用社交媒体的客户感觉与他们在虚拟网络中互动的公司之间的关系更强。但是,这些公司是否成功地从这种牢固的关系中获得了一切呢?他们的在线广告活动是否吸引到了合适的客户?社交媒体参与和用户所做的决定之间是否存在联系?这些问题将在本文中通过应用于所选变量的灰色关联分析来解决。由于在线社交网络中创建的关系的性质具有信息不完全的特点,因此分析将利用灰色系统理论提供的概念和方法,该理论在不确定情况下使用时,随着时间的推移取得了良好的效果。
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