Social Networks in Crisis Management: A Literature Review to Address the Criticality of the Challenge

Bashar Abboodi, Salvatore Flavio Pileggi, Gnana Bharathy
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Abstract

This review proposes a concise literature review aimed at identifying the current body of knowledge on the adoption of Social Networks in crisis management. The major input is a structured research question based on the initial reading about the topic. Before the recent pandemic, most literature focused on local crises, with relatively few exceptions. Additionally, self-organising systems are spontaneously established between people who are affected by a crisis. The fundamental assumption underlying this study is the huge potential of Social Networks in the field of crisis management. That is supported, directly or indirectly, by a number of previous studies, which emphasise how effective adoption leads to better decision-making for crisis managers and local communities. Among the identified challenges is the need to integrate official communication by emergency agencies with citizen-generated content in a contest for credibility and trustworthiness. In certain cases, it has been reported that there is a lack of specific competence, knowledge, and expertise, as well as a lack of sufficient policies and guidelines for the use of Social Networks. Those challenges need to be framed by considering the classic difficulties of providing timely and accurate information to deal with fake news, unverified or misleading information, and information overload. Bridging major gaps through advanced analytics and AI-based technology is expected to provide a key contribution to establishing and safely enabling the practice of effective and efficient communication. This technology can help contrast dissonant mental models, which are often fostered by Social Networks, and enable shared situational awareness. Future research may take a closer look at AI technology and its impact on the role of Social Networks in managing crises.
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危机管理中的社会网络:解决挑战的关键性的文献综述
这篇综述提出了一个简明的文献综述,旨在确定目前在危机管理中采用社交网络的知识体系。主要输入是基于对主题的初步阅读的结构化研究问题。在最近的大流行之前,大多数文献都集中在地方危机上,只有相对较少的例外。此外,自组织系统是在受到危机影响的人们之间自发建立起来的。这项研究的基本假设是社交网络在危机管理领域的巨大潜力。之前的一些研究直接或间接地支持了这一点,这些研究强调了有效的采用如何为危机管理者和当地社区带来更好的决策。在确定的挑战中,需要将紧急机构的官方传播与公民生成的内容结合起来,以争夺可信度和可信赖性。在某些情况下,据报道,缺乏具体的能力、知识和专业知识,以及缺乏足够的政策和指导方针来使用社交网络。这些挑战需要考虑到提供及时和准确的信息以应对假新闻、未经核实或误导性信息以及信息过载的典型困难。通过先进的分析和基于人工智能的技术弥合主要差距,有望为建立和安全实现有效和高效的沟通实践做出关键贡献。这项技术可以帮助对比不和谐的心理模型,这通常是由社交网络培养的,并使共享的情境意识成为可能。未来的研究可能会更仔细地研究人工智能技术及其对社交网络在管理危机中的作用的影响。
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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