协作思维的协同链接:通过用户生成的链接在在线问答社区中自我组织内容
Noa Sher1, Sheizaf Rafaeli1,2
1Department of Information and Knowledge Management, University of Haifa, Haifa, Israel.
PloS one
|March 11, 2024
概括
虚拟问答社区通过用户链接自我组织知识. 这些协会链接创建结构化网络,随着时间的推移显示出比随机网络更多的集成和聚类,揭示了集体知识组织.
科学领域:
- 计算机介导通信 计算机介导通信
- 社交网络分析 社交网络分析
- 信息科学 信息科学 信息科学
背景情况:
- 虚拟协作问答社区产生共享知识,但其集体价值往往被忽视.
- 关于个体心理语义网络的现有研究激发了探索社区知识结构中的自我组织的想法.
- 在问答平台上,用户添加的关联链接可能反映出新出现的自我组织模式.
研究的目的:
- 调查虚拟问答社区中由用户添加的协会链接形成的网络结构.
- 为了确定这些结构是否表现出自我组织的特征.
- 将新出现的网络属性与模拟的随机网络进行比较.
主要方法:
- 从Stack Exchange平台分析了八个以主题为中心的问答讨论.
- 网络分析工具的应用,从协同链接的网络中推导拓指标指标.
- 观察到的网络指标与来自1000个模拟随机网络的99%置信区间的比较.
主要成果:
- 关联链接形成了比随机网络更加集群和集成的网络.
- 这些网络中的帖子往往比偶然预期的有更多的连接.
- 随着时间的推移,网络差异变得更加明显,最大的连接子图表表现出模块化.
结论:
- 在问答社区中,用户添加的协会链接有助于自我组织的网络结构.
- 这些发现支持了合作链接是集体知识组织的一种形式的观点.
- 识别和利用这种机制对于在线社区的理论和实践都很重要.
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