Research on influencing factors of information diffusion in online social networks under different themes

Ling Zhang, D. Li, Robert J. Boncella
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引用次数: 2

Abstract

Purpose This paper aims to study the factors influencing online social network (OSN) information diffusion under different themes helps to understand information diffusion in general. Design/methodology/approach This study collects data from the Web of Science, use the strategic consulting intelligent support system for word frequency analysis and use keyword clustering to classify themes, then research information themes as influencing factors of OSN information diffusion. Findings Five themes of “natural disaster”, “political event”, “product marketing”, “sport and entertainment” and “health-disease” have been identified. It is found that the research objects, research methods and research theories used by scholars under different themes have different focuses, and the factors affecting information diffusion are different. Research limitations/implications The limitation of this paper is that it only focuses on five typical themes, and there may be more themes. Practical implications The research helps other scholars to conduct in-depth research on the diffusion of OSN information under different topics and focus on the content of the research on OSN information diffusion under different topics. Social implications The research helps other scholars to conduct in-depth research on the diffusion of social network information under different topics, so as to better understand and predict the law of information diffusion. Originality/value The research summarizes the research on information diffusion in OSNs from the theme level and analyses the key points and theories and further enriches the research system on information diffusion in OSNs.
不同主题下网络社交网络信息扩散影响因素研究
目的研究不同主题下网络社交网络(online social network, OSN)信息扩散的影响因素,有助于从总体上理解信息扩散。设计/方法/方法本研究从Web of Science收集数据,利用战略咨询智能支持系统进行词频分析,利用关键词聚类对主题进行分类,研究信息主题作为OSN信息扩散的影响因素。调查结果确定了五个主题:“自然灾害”、“政治事件”、“产品营销”、“体育和娱乐”以及“健康-疾病”。研究发现,不同主题下学者的研究对象、研究方法和研究理论的侧重点不同,影响信息扩散的因素也不同。研究局限性/启示本文的局限性在于只关注了五个典型的主题,可能还会有更多的主题。实践意义本研究有助于其他学者对不同主题下的OSN信息扩散进行深入研究,关注不同主题下OSN信息扩散研究的内容。社会意义本研究有助于其他学者对不同主题下的社会网络信息扩散进行深入研究,从而更好地理解和预测信息扩散规律。本研究从主题层面对网络环境信息扩散的研究进行了总结,分析了研究的重点和理论,进一步丰富了网络环境信息扩散的研究体系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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