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Thinking, Pairing, and Sharing to Improve Learning and Engagement in a Data Structures and Algorithms (DSA) Class

机译:思维,配对和共享可改善数据结构和算法(DSA)类中的学习和参与度

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Literature has evidence showing that the active learning strategies used in classroom increase students' conceptual understanding well beyond the traditional classroom teaching. Active learning strategies become even more useful for teaching-learning of courses such as 'Data Structures and Algorithms', as such courses require to create time and space efficient algorithms using appropriate data structures to solve any ill-structured problem. Think-Pair-Share (TPS) is a classroom active learning strategy in which students work on individual activity, discuss with peers and share their newly discovered knowledge with class. In this paper, TPS is used with a goal to study its effectiveness on conceptual understanding and students' engagement in Data Structures and Algorithms course of second year engineering undergraduate. The field study was conducted using mixed-methods research design to study the effectiveness of TPS intervention. Pre-post test scores, observation protocol and student and instructor perception is used to measure the conceptual understanding, engagement and motivation respectively. The results show significantly high level of engagement during TPS activities as compared to traditional lectures. The posttest and pretest scores show that the learning gain is higher for the topics taught using TPS as compared to the topics taught without TPS. The qualitative data obtained from students and the instructor show desirable positive effect of TPS in affective, behavioral and cognitive dimensions on students.
机译:文献资料表明,课堂上采用的主动学习策略可以大大提高学生的概念理解能力,远远超出了传统的课堂教学。主动学习策略对于诸如“数据结构和算法”等课程的教学来说变得更加有用,因为此类课程要求使用适当的数据结构来创建时空高效的算法,以解决任何结构不良的问题。智对共享(TPS)是一种课堂主动学习策略,学生可以进行个人活动,与同伴讨论并与全班分享他们新发现的知识。在本文中,TPS旨在研究其对概念理解的理解以及学生对第二年工程学本科生的数据结构和算法课程的参与。使用混合方法研究设计进行了现场研究,以研究TPS干预的有效性。岗前测验分数,观察协议以及学生和教师的感知分别用于衡量概念理解,参与和动机。结果表明,与传统讲座相比,TPS活动期间的参与度显着提高。测验后和测验前的分数表明,与不使用TPS进行教学的主题相比,使用TPS进行教学的主题的学习收益更高。从学生和教师那里获得的定性数据显示,TPS在情感,行为和认知方面对学生具有理想的积极作用。

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