Digitisation of Classical Exercise Practices with STACK: Management of Large Mathematics Classes in Higher Education Institutions

Idrissa S. Amour, Fatuma Simba, Septimi Kitta, Abdi T. Abdalla
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Abstract

Management of large classes’ tutorials is a known problem in Mathematics. Engineering mathematics classes enrol around 1000 students at the University of Dar es Salaam. For effective learning, each tutorial session should register not more than 40 students. This requires at least 25 sessions of tutorials per week, which may not be feasible due to both scarce human resources and venues. In this work, we developed online Mathematics exercises based on the System for Teaching and Assessment using Computer Algebra Kernel (STACK). About 300 STACK questions in linear algebra, calculus, complex numbers, and numerical analysis were constructed for weekly tutorials and quizzes. Students were given an unlimited number of attempts in tutorials and only one attempt for quizzes. The quality of the questions was analysed by examining their facility indices and discriminative efficiencies. Majority of the questions (87%) were within acceptable region. The questions, therefore, provided reasonable insight as appropriate alternative to classical practice. Competent authoring of STACK questions can improve the quality of teaching and learning of Mathematics and save scarce human and material resources required to serve large classes. This can also address the issue of running online programmes in Mathematics and computational subjects to support distance learning.
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经典习题的STACK数字化:高等院校数学大班管理
大班辅导课的管理是数学中一个众所周知的问题。工程数学课程在达累斯萨拉姆大学招收了大约1000名学生。为有效学习,每节辅导课报名人数不得超过40人。这需要每周至少25节辅导课,由于人力资源和场地的缺乏,这可能不可行。在这项工作中,我们开发了基于计算机代数内核教学与评估系统(STACK)的在线数学练习。在线性代数、微积分、复数和数值分析方面,大约300个STACK问题被构建为每周的教程和测验。学生们在辅导课上可以无限制地尝试,而在测验中只能尝试一次。通过检查其设施指数和判别效率来分析问题的质量。大多数问题(87%)在可接受范围内。因此,这些问题提供了合理的见解,作为经典实践的适当替代。做好STACK问题的编写工作,可以提高数学的教与学质量,节省为大班服务所需要的稀缺的人力和物力。这也可以解决运行数学和计算科目在线课程以支持远程学习的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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