培养建筑工程和管理能力的技术强化学习方法的系统回顾

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Raissa Marchiori, Siyuan Song, Jewoong Moon, David Awoyemi, Arezoo Ghooreian, Erfan Ramenzapour
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引用次数: 0

摘要

科技强化学习(TEL)已纳入建筑工程与管理(CEM)教育,提供创新的工具,以提高技术和软技能。然而,这些技术在解决关键能力方面的有效性和范围尚未得到探讨。本系统综述评估了目前在CEM教育中使用TEL培养能力的情况,重点是了解哪些能力和TEL最常被提及,使用的学习评估,以及应用TEL面临的挑战。在系统综述之后,本研究坚持五个步骤:提出研究问题,对研究文章进行编目,评估文献质量,综合见解,并承认局限性。数据综合了2013年至2023年间发表的28项研究。调查结果显示,人们主要关注硬技能,特别是在安全培训和项目管理方面,而对软技能的关注有限。虚拟现实和建筑信息建模等沉浸式环境是最常用的TEL工具。此外,虽然教师同时采用形成性和总结性评估,但由于缺乏利用这些技术的知识和所需的高投资,他们往往不使用TEL。未来的研究应探讨如何培训学生和教师,以克服对TEL知识的缺乏,并开发同样强调技术技能和软技能的适应性评估方法。扩大人工智能和物联网等新兴科技的应用,可进一步提高教育教学在澳电教育中的成效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Systematic Review of Technology-Enhanced Learning Approaches to Foster Construction Engineering and Management Competencies

Technology-Enhanced Learning (TEL) has been integrated into construction engineering and management (CEM) education, offering innovative tools to improve both technical and soft skills. However, the effectiveness and scope of these technologies in addressing critical competencies have not been explored. This systematic review evaluated the current use of TEL in developing competencies in CEM education, with a focus on understanding which competencies and TEL are most frequently addressed, the learning assessment used, and the challenges on applying TEL. Following the systematic review, this study adhered to a five-step process: developing research questions, cataloging research articles, appraising the quality of the literature, synthesizing insights, and acknowledging limitations. Data was synthesized from 28 studies published between 2013 and 2023. The findings reveal a predominant focus on hard skills, particularly in safety training and project management, with limited attention to soft skills. Immersive environments like Virtual Reality and Building Information Modeling are the most commonly used TEL tools. Additionally, while instructors employ both formative and summative assessments, they often refrain from using TEL due to a lack of knowledge in utilizing these technologies and the high investment required. Future research should explore training both students and instructors to overcome the lack of knowledge regarding TEL and to develop adaptive assessment methods that equally emphasize both technical and soft skills. Expanding the use of emerging technologies like Artificial Intelligence and the Internet of Things could further enhance the effectiveness of TEL in CEM education.

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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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