论文标题

“帮助!你能听到我的声音吗?”:了解自然灾害期间社交媒体上的寻求帮助的帖子如何不知所措

"Help! Can You Hear Me?": Understanding How Help-Seeking Posts are Overwhelmed on Social Media during a Natural Disaster

论文作者

He, Changyang, Deng, Yue, Yang, Wenjie, Li, Bo

论文摘要

在自然灾害期间,受害者广泛采用了在社交媒体上发布帮助的要求,以寻求紧急救援和补给。寻求帮助的请求需要引起足够的公众关注,并迅速将其路由到预期的目标,以及时回复。但是,社交媒体上与危机相关的庞大和各种类型的帖子可能会限制寻求帮助的请求,以获得足够的参与并导致他们的压倒性。为了了解这个问题,这项工作提出了一种混合方法,以找出寻求帮助请求的压倒性情况以及个人和在线社区的应对策略。我们专注于中国2021年的Henan洪水,并在一个受欢迎的中国社交媒体平台Weibo上收集了141,674个寻求帮助的帖子。研究结果表明,寻求帮助的帖子面临外部压倒性的关键挑战(即,与寻求帮助相关的关键字分散了公众注意力的大量非求职帖子)和内部压倒性(即,注意力不平等,都有5%的帮助帖子,获得更多的帮助帖子,收到了更多的帮助帖子,以收到更多的95%的赞成,并分享更多的评论,以及分享,以及分享,以及分享),以及分享),和分享。我们发现语言和非语言寻求帮助的策略,可以帮助防止不知所措,例如包括联系信息,披露情境脆弱性,使用主观叙述以及为正常化的概念构建帮助寻求帮助的帖子。我们还说明了社区成员如何自发地努力防止他们的集体智慧(例如,通过讨论来开发规范)和协作工作(例如,跨社区支持)。我们反思发现如何在危机信息学中丰富文献,并提高设计含义,从而有助于在自然灾害期间对社交媒体寻求帮助。

Posting help-seeking requests on social media has been broadly adopted by victims during natural disasters to look for urgent rescue and supplies. The help-seeking requests need to get sufficient public attention and be promptly routed to the intended target(s) for timely responses. However, the huge volume and diverse types of crisis-related posts on social media might limit help-seeking requests to receive adequate engagement and lead to their overwhelm. To understand this problem, this work proposes a mixed-methods approach to figure out the overwhelm situation of help-seeking requests, and individuals' and online communities' strategies to cope. We focused on the 2021 Henan Floods in China and collected 141,674 help-seeking posts with the keyword "Henan Rainstorm Mutual Aid" on a popular Chinese social media platform Weibo. The findings indicate that help-seeking posts confront critical challenges of both external overwhelm (i.e., an enormous number of non-help-seeking posts with the help-seeking-related keyword distracting public attention) and internal overwhelm (i.e., attention inequality with 5% help-seeking posts receiving more than 95% likes, comments, and shares). We discover linguistic and non-linguistic help-seeking strategies that could help to prevent the overwhelm, such as including contact information, disclosing situational vulnerabilities, using subjective narratives, and structuring help-seeking posts to a normalized syntax. We also illustrate how community members spontaneously work to prevent the overwhelm with their collective wisdom (e.g., norm development through discussion) and collaborative work (e.g., cross-community support). We reflect on how the findings enrich the literature in crisis informatics and raise design implications that facilitate effective help-seeking on social media during natural disasters.

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