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Research on Result Integration Mechanism Based on Crowd Wisdom to Achieve the Correlation of Resources and Knowledge Points

机译:基于人群智慧实现资源与知识点关联的结果整合机制研究

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摘要

Correlating massive resources with knowledge points can help to achieve effective aggregation of resources and to improve learners learning efficiency and learning experience. This paper proposes a result integration mechanism based on the crowd wisdom to determine the association of learning resources and knowledge points, and ensure the final annotation result has certain credibility. Accordingly, we propose a user confidence to evaluate the user's ability to complete the tasks. The experimental results show that the proposed algorithms improve the accuracy and efficiency comparing with the majority voting method, and algorithm to estimate user's confidence can converge to actual value efficiently.
机译:将大量资源与知识点关联起来可以帮助实现资源的有效聚集,并提高学习者的学习效率和学习经验。本文提出了一种基于群体智慧的结果整合机制,用于确定学习资源与知识点的关联,并确保最终标注结果具有一定的可信度。因此,我们建议用户对评估用户完成任务的能力充满信心。实验结果表明,与多数表决方法相比,该算法提高了准确性和效率,估计用户置信度的算法可以有效地收敛到实际值。

著录项

  • 来源
  • 会议地点 Portoroz(SI)
  • 作者单位

    National Engineering Research Center for E-Learning Central China Normal University, Wuhan, China;

    National Engineering Research Center for E-Learning Central China Normal University, Wuhan, China;

    National Engineering Research Center for E-Learning Central China Normal University, Wuhan, China;

    National Engineering Research Center for E-Learning Central China Normal University, Wuhan, China;

    National Engineering Research Center for E-Learning Central China Normal University, Wuhan, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    The result integration mechanism; The crowd wisdom; Task result confidence; User confidence;

    机译:结果整合机制;群众智慧;任务结果信心;用户信心;

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