Tracking the Virality of News in Smart Cities

Khawar Hasham, K. Soomro, D. Ludlow
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Abstract

Effective communication with citizens is an important goal of smart cities. To this end the digital age offers many mechanisms to not only enable timely communication, but also bilateral communication. Mechanisms such as blog posts and online press releases allow cities and organisations to leverage these benefits. However, to assess the efficacy of these communication mechanisms, cities need to track the virality of the news they publish. To this end we propose a novel architecture that uses natural language processing techniques to track not only the resharing of the original articles, but also other articles and posts about that article. We have developed a prototype implementation of this article and present the interface as well as the results of performance tests.
追踪智慧城市新闻的病毒式传播
与市民有效沟通是智慧城市的重要目标。为此,数字时代提供了许多机制,不仅可以实现及时沟通,还可以实现双边沟通。博客文章和在线新闻发布等机制允许城市和组织利用这些好处。然而,为了评估这些沟通机制的有效性,城市需要跟踪他们发布的新闻的病毒式传播。为此,我们提出了一种新颖的架构,该架构使用自然语言处理技术,不仅可以跟踪原始文章的再分享,还可以跟踪关于该文章的其他文章和帖子。我们已经开发了本文的原型实现,并给出了接口和性能测试的结果。
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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