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基于贝叶斯模型的中国大学在线形象和社交媒体参与度的投影
Dongmei Xia1,2, Pengfei Zhao2, Ji Wang2
1School of Education Science, Xinjiang Normal University, Wulumuqi, China.
PloS one
|April 16, 2024
概括
这项研究揭示了大学社交媒体参与是如何由在线图像触发的. 贝叶斯模型确定了最佳的发布策略,以增加像新浪微博这样的平台上的公众互动.
科学领域:
- 社交媒体分析.
- 高等教育市场营销
- 贝叶斯模型是贝叶斯模型.
背景情况:
- 社交媒体平台对于塑造公众的看法和与目的地和高等教育机构的接触至关重要.
- 像Sina Weibo这样的平台上的喜欢,分享和访问等指标表明公众与大学社交媒体内容的互动.
研究的目的:
- 确定影响大学社交媒体参与的关键因素和规则.
- 为优化大学社交媒体战略开发一个预测模型.
主要方法:
- 利用贝叶斯模型分析社交媒体数据.
- 从一个中国大学的官方新浪微博账户收集和分析了2018年至2023年的帖子和交互数据.
主要成果:
- 该研究模拟了最佳决策流程,以提高大学社交媒体参与度.
- 确定了在大学社交媒体上触发更高公众互动的特定模式和因素.
结论:
- 对于高等教育机构来说,了解社交媒体参与的动态是至关重要的.
- 开发的贝叶斯模型为优化大学在线沟通策略提供了见解.
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