聊天仪表板:一个框架来收集,链接和处理捐赠的WhatsApp聊天日志数据
Julian Kohne1,2, Christian Montag3
1Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany. julian.kohne@gesis.org.
Behavior research methods
|December 20, 2023
概括
研究人员现在可以使用ChatDashboard收集和分析捐赠的WhatsApp聊天日志. 这一框架简化了用于研究人际沟通和社会关系的数据捐赠.
科学领域:
- 社会科学 社会科学 社会科学
- 沟通研究 沟通研究
- 数字人文学科 数字人文学科
背景情况:
- 收集细粒度的通信数据是一项挑战.
- 现有的分析人际互动的方法往往是有限的.
- WhatsApp聊天日志提供了丰富的社会动态见解.
研究的目的:
- 介绍ChatDashboard,这是一个用于收集,链接和处理捐赠的WhatsApp聊天日志数据的新框架.
- 让研究人员能够以透明的方式收集与调查答复相关的捐赠聊天数据.
- 为了促进人际交互和沟通模式的研究.
主要方法:
- 聊天仪表板框架包括用于数据预处理的WhatsR R包.
- 它具有ChatDashboard R Shiny网络应用程序,用于安全上传和审查数据.
- 仪表板测试器通过参与者模拟自动化框架设置验证.
主要成果:
- ChatDashboard为研究人员提供了一个全面的解决方案,帮助他们建立自己的数据收集管道.
- 该框架允许追溯收集高度细化的通信数据.
- 它可以将聊天数据与调查答案联系起来,以进行丰富的分析.
结论:
- 聊天Dashboard使研究人员能够使用捐赠的WhatsApp数据调查社会关系,而无需自定义工具开发.
- 该框架促进了同意参与者的透明数据捐赠.
- 为实施数据捐赠管道提供了详细的指南.
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