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An innovative consensus map-embedded collaborative learning system for ER diagram learning: sequential analysis of students' learning achievements

机译:用于ER图学习的创新性共识地图嵌入式协作学习系统:对学生学习成绩的顺序分析

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Although computer-supported collaborative learning has been successfully applied in educational settings to improve group learning performance, most such systems still lack effective strategies for knowledge representation which could help reduce discussion time. In this study, concept mapping, already applied as a tool to help visualize and organize existing or newly learned knowledge, is incorporated to address this problem in a newly developed concept map and computer-supported collaborative learning system (CMCLS). It was designed as a quasi-experiment study and was carried out with 77 university students. The system was first used by the groups of students to illustrate their knowledge and achieve consensus during a learning activity, after which their performance and feelings of satisfaction with this innovative approach were evaluated. Patterns of learning within the proposed framework were explored. The learning behaviors, including the actions and interactions with peers of the participants during the learning activity were recorded. Finally, lag-sequential analysis was used to compare the interactions and the differences in the behavior patterns of the two groups, one using the newly developed CMCLS consensus map-embedded approach and a control group which did not use this approach. The results showed significant improvement in the learning achievement of students using the novel approach, as well as a higher degree of perceived usefulness and satisfaction. The novel consensus map-embedded approach was useful for knowledge construction and for assisting with integration of the team members' results to produce the final ER diagram.
机译:尽管计算机支持的协作学习已成功地应用于教育环境中,以提高小组学习的性能,但大多数此类系统仍缺乏有效的知识表示策略,可以帮助减少讨论时间。在这项研究中,已经将概念图作为一种工具来帮助可视化和组织现有或新近学习的知识,并在新开发的概念图和计算机支持的协作学习系统(CMCLS)中解决了该问题。它被设计为准实验研究,并与77名大学生一起进行。该系统首先由学生群体用来说明他们的知识并在学习活动中达成共识,然后评估他们对这种创新方法的表现和满意感。探索了在建议框架内的学习模式。记录学习行为,包括学习活动期间参与者的行为和与同伴的互动。最后,使用滞后序列分析比较两组的行为模式之间的相互作用和差异,一种使用新开发的CMCLS共识图嵌入方法,另一种则不使用该方法。结果表明,使用新颖的方法可以显着提高学生的学习成绩,并提高人们的感知有用性和满意度。新颖的共识地图嵌入方法对于知识构建和协助整合团队成员的结果以生成最终的ER图很有用。

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