大数据价值链下的教育数据建模

D. Petrova-Antonova, O. Georgieva, S. Ilieva
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引用次数: 13

摘要

大数据越来越受到学术界、产业界和市民的关注。它给整个社会带来了机遇和挑战。为了从大数据中获得价值,需要以适当的方式对其进行处理和分析,并且必须以可视化的方式呈现结果,以便能够有效地支持决策。根据当前大数据的发展趋势,本文旨在通过在保加利亚中小学教育领域提出一种新的数据模型来证明大数据的价值创造。它遵循大数据价值链的概念,以便根据有学习缺陷和过早离开教育系统风险的学生的集中程度对学校进行分组。所建议的数据模型的主要目的是通过将信息转化为智能来驱动决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modelling of Educational Data Following Big Data Value Chain
Big Data is attracting increasing amount of attention among academy, industry and citizens. It poses both opportunities and challenges for society as a whole. In order to gain value from Big Data, it needs to be processed and analysed in an appropriate way, and the results have to be presented in a visual manner as to be able to effectively support decision making. Following the current trends in Big Data, this paper aims to prove the value-creation of Big Data by proposing a new data model in the field of the primary and secondary education in Bulgaria. It follows the Big Data Value Chain concept in order to group the schools depending on the concentration of students with learning deficits and risk of premature leaving the education system. The primary purpose of the proposed Data Model is to drive decisions by turning information into intelligence.
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