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The Intersection of Source, Message, and Recipient Characteristics on Information-Exchange Activity via Twitter

机译:通过Twitter进行信息交换活动的源,消息和收件人特征的交集

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The purpose of the research is to explain how Twitter supports real-time information exchange in popular domains, and examine the influence of source, message, and recipient characteristics on information exchange. University students were surveyed using a structured questionnaire. A model was developed and statistically tested to examine the influence of characteristics on information exchange via Twitter. Different characteristics were demonstrated to be significant predictors of information exchange. For source characteristics, authoritative knowledge, social connections, and attractiveness have a positive influence, while for recipient characteristics, prior knowledge, community engagement, and demographics influence information exchange. For message characteristics, information usefulness and information quality are effective. Overall, influences vary based on the domain. The results help Twitter operators and users to understand the most important source, message, and recipient characteristics for information exchange. This study informs sources about the characteristics that make tweets more informative, and more likely to be exchanged by recipients. It assists Twitter operators to understand what characteristics are important in future system designs.
机译:该研究的目的是解释Twitter如何支持流行域中的实时信息交换,并检查源,消息和收件人特征对信息交换的影响。使用结构化调查表对大学生进行了调查。开发了一个模型并进行了统计测试,以检验特征对通过Twitter进行信息交换的影响。事实证明,不同的特征是信息交流的重要预测因子。对于来源特征,权威性知识,社交关系和吸引力具有积极影响,而对于接收者特征,先验知识,社区参与和人口统计学影响信息交换。对于消息特征,信息有用性和信息质量是有效的。总体而言,影响因领域而异。结果帮助Twitter运营商和用户了解信息交换的最重要的来源,消息和收件人特征。这项研究为消息来源提供了有关使推文内容更丰富,更容易被收件人交换的特征的信息。它可以帮助Twitter运营商了解哪些特征在未来的系统设计中很重要。

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