验证信息系统课程与行业技能的一致性的文本挖掘方法

Law Sheng Xun, Swapna Gottipati, V. Shankararaman
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引用次数: 14

摘要

管理和发展能力或技能对个人的专业发展至关重要。因此,许多高等教育机构专注于开发课程,帮助毕业生获得与行业实践相一致的技能。行业技能框架,如信息时代技能框架(SFIA)定义了IT专业人员所需的专业人员。因此,将课程能力映射到行业技能框架具有双重目的,即帮助教育工作者改进课程,同时帮助学生根据自己的职业规划来规划课程。现有的制图方法是手工和艰苦的过程。在本文中,我们提出了一个基于文本分析技术的自动化解决方案,将课程映射到行业框架,并提供基于可视化的分析来发现课程的优缺点。我们在本科核心课程中评估了我们的解决方案模型;理学士(信息系统管理)学位课程理学士(ISM),由信息系统学院(SIS),新加坡管理大学(SMU)和信息时代技能框架(SFIA)提供。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Text-mining approach for verifying alignment of information systems curriculum with industry skills
Managing and developing competencies or skills are vital to professional development of an individual. Many tertiary education institutions are therefore focused on developing curriculum that will help the graduating students acquire skills that are aligned with industry practice. Industry skills frameworks such as Skills Framework for the Information Age (SFIA) define the professionals required for an IT professional. Therefore, mapping the curriculum competencies to the industry skills framework has a dual purpose of aiding the educationists to improve the curriculum, and the students to plan the courses according to their career plan. Existing mapping methods are manual and painstaking processes. In this paper, we present an automated solution based on text analytics techniques to map the curriculum to industry framework and provide a visual based analysis to discover the strengths and weakness of the curriculum. We evaluated our solution model on an undergraduate core curriculum; Bachelor of Science (Information Systems Management) degree program BSc (ISM), offered by the School of Information Systems (SIS), Singapore Management University (SMU) and Skills Framework for the Information Age (SFIA).
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