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The Role of Data Literacy within a MOOC Analysis

机译:数据素养在mOOC分析中的作用

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摘要

This paper discusses the role of data literacy in the planning of analysis of data from a six week Smart Cities MOOC delivered on the FutureLearn platform. The aim of the analysis was to discover whether the MOOC had met the aims of engaging participants with topics related to smart cities and to evaluate social interactions and understanding of the key concepts through analysis of MOOC comments. The paper identifies where data literacy impacts on decisions made, such as the need to include both domain and data expertise in the analysis, whether this is provided by a single person or by a team. It also identifies a need for better tools for rapid protoyping of methods for analysing large data sets particularly of non-standard data, such as natural language data. This would be of benefit in cases where the analysis will be used just a few times for a specific purpose, such as analysing the MOOC data across several presentations.
机译:本文讨论了在FutureLearn平台上交付的为期六周的智慧城市MOOC数据分析计划中数据素养的作用。分析的目的是发现MOOC是否达到了使参与者参与与智慧城市相关的主题的目的,并通过对MOOC的评论进行评估来评估社会互动和对关键概念的理解。本文确定了数据素养在哪些方面影响所做出的决策,例如需要将域和数据专业知识都包括在分析中,而无论这是由一个人还是由一个团队提供的。它还确定了需要更好的工具来快速原型化分析大型数据集(尤其是非标准数据,例如自然语言数据)的方法的原型。如果将分析仅用于特定目的几次,例如在多个演示文稿中分析MOOC数据,这将是有益的。

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