相关实验视频
Updated: Jan 14, 2026

06:48
The HoneyComb Paradigm for Research on Collective Human Behavior
Published on: January 19, 2019
9.8K
揭示知识共享动态对众包竞赛参与的影响
Hanieh Javadi Khasraghi1, Xuan Wang2, Yaojie Li3
1Department of Accounting & MIS, University of Delaware, Newark, NJ, USA.
概括
在众包竞赛中有效的知识共享可以提高团队参与和提交量. 平台应鼓励协作和创新,同时管理知识过载,以促进持续参与和多样化的想法.
科学领域:
- * 计算机科学 计算机科学
- * 信息科学 信息科学
- * 管理科学 管理科学
背景情况:
- *众包竞赛利用集体智能解决问题.
- *知识共享对于参与者参与和在这些平台上取得成功至关重要.
- * 了解影响参与的因素是平台优化的关键.
研究的目的:
- * 调查动态知识共享功能对团队参与众包竞赛的影响.
- *分析知识量,扩展,创新和受欢迎程度如何影响团队参与.
- * 为在众包平台上增强知识管理策略提供见解.
主要方法:
- *使用了负二项式回归分析.
- *分析了Kaggle上举办的211个众包竞赛的数据.
- * 检查了动态知识共享的特点:数量,扩张,创新和受欢迎程度.
主要成果:
- *发现知识共享功能与团队参与之间存在正相关性.
- *知识创新和受欢迎程度显著预测了更高的团队参与度.
- *知识量和扩展也对参与水平产生了积极的影响.
结论:
- *促进知识共享,协作和创新对于吸引团队和增加提交量至关重要.
- * 实施减轻知识过载的机制对于持续参与至关重要.
- * 促进思想多样性可以在众包竞赛中带来更多独特和有价值的提交.
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