Predicting Elections: Social Media Data and Techniques

M. Bilal, A. Gani, Mohsen Marjani, Nadia Malik
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引用次数: 16

Abstract

During the last decade, the use social media has provided a virtual community where the users express their intention, opinion and communicate with others. Organizations and researchers are very much interested to investigate the polarity of the user's opinions for making predictions and planning of future plans. The use and influence of social media in politics have been recognized by many researchers and political parties in making electoral predictions and devising future campaign strategies. As the literature on making electoral predictions is increasing day by day, this study aims to give an overview of the current state of approaches being utilized, social media used for data collection and the outcomes of the proposed approaches, either succeeded in making accurate electoral predictions using social media data and approaches used or not. This study gives a quick overview and guides researchers in understanding the approaches previously adopted and data sources utilized in predicting electoral results.
预测选举:社交媒体数据和技术
在过去的十年中,社交媒体的使用提供了一个虚拟社区,用户可以在这里表达自己的意图、观点并与他人交流。组织和研究人员非常有兴趣调查用户意见的极性,以便进行预测和规划未来的计划。社交媒体在政治中的使用和影响已经被许多研究人员和政党在进行选举预测和制定未来的竞选策略方面所认识到。由于关于选举预测的文献日益增多,本研究旨在概述所使用的方法的现状,用于数据收集的社交媒体以及所提出的方法的结果,是否成功地利用社交媒体数据和所使用的方法做出准确的选举预测。这项研究给出了一个快速的概述,并指导研究人员理解以前采用的方法和预测选举结果所使用的数据来源。
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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