协助研究生综合定性命题以建立概念框架

Pub Date : 2023-11-01 DOI:10.47588/jngs.2023.21.01.a11
JA Van der Poll, HM Van der Poll
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引用次数: 0

摘要

随着第四次/第五次工业革命(4/5IR)的到来,使用软件进行自动文本分析与人类研究人员(例如研究生)之间的相互作用正变得越来越具有挑战性。在获取了用于撰写文献综述章节的相关出版物后,学生面临的任务是分析上述出版物并提取与其研究相关的部分。可以说,这些分析可以通过先进的软件自动完成。然而,要想让学生的名字出现在学位论文或毕业论文的扉页上,学生就必须手工完成大量的工作,即调查学术文献并将收集到的内容综合成一篇连贯的文章。根据学科领域的不同,通常需要根据文献调查中确定的主题制定一个概念框架。随着各学科知识体系的增加,制定框架变得越来越困难。为此,我们提出了一种命题开发方法,可以指导学生从文献综述章节中的重要方面综合出一个框架。我们的方法侧重于开发四组命题。我们将这一方法应用于一小段文本,并以伪代码算法的形式将这一方法正规化。未来的工作将包括完善我们的技术。
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Assisting Postgraduate Students To Synthesise Qualitative Propositions To Develop A Conceptual Framework
With the advent of the Fourth/Fifth Industrial Revolution (4/5IR), the interplay between using software for automated text analysis and the human researcher, for example, a postgraduate student, is becoming increasingly challenging. Having sourced the relevant publications to be used in the development of a literature review chapter, a student is faced with the task of analysing the said publications and extracting the sections relevant to their research. These analyses may arguably be automated through sophisticated software. Yet, to warrant a student's name on the title page of a dissertation or thesis, the student should do a substantial amount of the work manually in terms of surveying the scholarly literature as well as synthesising the collected content into a coherent piece of work. Depending on the subject area, it may be customary to develop a conceptual framework synthesised from the themes identified in the literature survey. As the body of knowledge in each subject increases, the development of a framework becomes hard. To this end, we present a methodology of proposition development that may guide a student to synthesise a framework from the important aspects in a literature review chapter. Our approach focuses on the development of four sets of propositions. We apply our approach to a small piece of text and formalise the approach in the form of a pseudo-code algorithm. Future work will involve the refinement of our technique.
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