Systematic review on the current state of computer-supported argumentation learning systems

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Information and Software Technology Pub Date : 2024-10-18 DOI:10.1016/j.infsof.2024.107598
Laura Sinikallio , Lili Aunimo , Tomi Männistö
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Abstract

Context:

Argumentation is a fundamental part of learning, communication and problem-solving not only in software engineering but all education. Teaching argumentation is a long-standing practice, and with the advance of digital learning, it, too, has been transitioning to an online format.

Objective:

As computer-supported argumentation learning progresses, other learning domains have much to learn from it on how to enable argumentation and reasoning in automated and scalable online learning solutions.

Methods:

To review the current state of the field, we conducted a systematic literature review on the last decade of academic research and design on computer-supported argumentation learning systems. We reviewed and summarised the central aspects and approaches of reported systems.

Results:

We reviewed 34 different argumentation learning tools. The review showed that approaches to computer-supported argumentation vary significantly in many aspects, e.g., argumentation theory, learning task types and collaboration status. However, the use of argumentation graphs is quite common. Most modern tools seem to embrace the role of feedback in learning.

Conclusions:

The role of individual learning has risen in computer-supported argumentation learning. This is in opposition to previous predictions and statements on the role of collaborative learning of argumentation. Automated feedback has, on the other hand, become commonplace in collaborative and individual-use argumentation learning tools. The modern generation of argumentation teaching tools is Web-based but recently we have also seen the emergence of mobile-based solutions.
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关于计算机支持的论证学习系统现状的系统回顾
背景:不仅在软件工程领域,而且在所有教育领域,论证都是学习、交流和解决问题的基本要素。目标:随着计算机支持的论证学习的发展,其他学习领域也可以从中学到很多关于如何在自动化和可扩展的在线学习解决方案中实现论证和推理的知识。方法:为了回顾该领域的现状,我们对过去十年关于计算机支持的论证学习系统的学术研究和设计进行了系统的文献回顾。结果:我们查阅了 34 种不同的论证学习工具。结果:我们对 34 种不同的论证学习工具进行了审查,审查结果表明,计算机支持的论证方法在许多方面都存在显著差异,例如论证理论、学习任务类型和协作状态。不过,论证图的使用相当普遍。结论:在计算机支持的论证学习中,个人学习的作用已经上升。结论:在计算机支持的论证学习中,个人学习的作用有所上升,这与之前关于论证协作学习作用的预测和声明相反。另一方面,在协作式和个人使用的论证学习工具中,自动反馈已变得司空见惯。新一代的论证教学工具都是基于网络的,但最近我们也看到了基于移动设备的解决方案。
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来源期刊
Information and Software Technology
Information and Software Technology 工程技术-计算机:软件工程
CiteScore
9.10
自引率
7.70%
发文量
164
审稿时长
9.6 weeks
期刊介绍: Information and Software Technology is the international archival journal focusing on research and experience that contributes to the improvement of software development practices. The journal''s scope includes methods and techniques to better engineer software and manage its development. Articles submitted for review should have a clear component of software engineering or address ways to improve the engineering and management of software development. Areas covered by the journal include: • Software management, quality and metrics, • Software processes, • Software architecture, modelling, specification, design and programming • Functional and non-functional software requirements • Software testing and verification & validation • Empirical studies of all aspects of engineering and managing software development Short Communications is a new section dedicated to short papers addressing new ideas, controversial opinions, "Negative" results and much more. Read the Guide for authors for more information. The journal encourages and welcomes submissions of systematic literature studies (reviews and maps) within the scope of the journal. Information and Software Technology is the premiere outlet for systematic literature studies in software engineering.
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