政府对社交媒体的使用:从日常到关键

Andrea L. Kavanaugh, E. Fox, S. Sheetz, Seungwon Yang, Lin Tzy Li, D. Shoemaker, A. Natsev, Lexing Xie
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引用次数: 578

摘要

社交媒体(如Twitter、Facebook、Flickr、YouTube)和其他用户生成内容的服务提供了数量惊人的信息(和错误信息)。政府官员试图利用这些资源来改善服务和与公民的沟通。然而,庞大的社交数据流产生了大量必须过滤的噪音。尽管如此,仍有可能实时发现问题,以便应急管理部门能够监测和应对与公共安全有关的问题。通过检测消息流和信息流中的有意义的模式和趋势,可以将事件识别为活动中的峰值,同时可以通过内容的变化来破译意义。本文介绍了我们在2010年6月至12月期间对弗吉尼亚州阿灵顿(以及华盛顿特区周围的大国家国会地区)的政府官员进行的一项试点研究的结果,旨在了解政府官员、社区组织、企业和公众对社交媒体的使用情况。我们特别感兴趣的是了解社会媒体在危机情况下的使用情况(无论是严重的还是相当常见的,比如交通或天气危机)。
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Social media use by government: from the routine to the critical
Social media (i.e., Twitter, Facebook, Flickr, YouTube) and other services with user-generated content have made a staggering amount of information (and misinformation) available. Government officials seek to leverage these resources to improve services and communication with citizens. Yet, the sheer volume of social data streams generates substantial noise that must be filtered. Nonetheless, potential exists to identify issues in real time, such that emergency management can monitor and respond to issues concerning public safety. By detecting meaningful patterns and trends in the stream of messages and information flow, events can be identified as spikes in activity, while meaning can be deciphered through changes in content. This paper presents findings from a pilot study we conducted between June and December 2010 with government officials in Arlington, Virginia (and the greater National Capitol Region around Washington, DC) with a view to understanding the use of social media by government officials as well as community organizations, businesses and the public. We are especially interested in understanding social media use in crisis situations (whether severe or fairly common, such as traffic or weather crises).
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