数据科学时代的知识可视化课程

I. Silveira
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引用次数: 0

摘要

大数据的应用,以及随着数据科学这一知识体系的发展而产生的无数应用,给cs相关课程的课程设置带来了新的挑战。近年来面向数据应用的发展对cs相关课程的要求使得可视化技能成为本科生和研究生培养的重要组成部分。在这个意义上,本文提出了一个知识可视化课程的教学大纲,适用于本科生和研究生的水平,旨在帮助系统化有关数据,信息和知识可视化的能力,技能和态度,这些都是未来专业人员所期望发展的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Knowledge Visualization Course for the Era of Data Science
Big data applications, as well as the whole myriad of applications arisen through the evolution of the body of knowledge commonly known as Data Science brings new challenges to CS-related courses curricula. The demands imposed in CS-related courses by the recent development of data-oriented application makes that visualization skills became an important part of both undergraduate and graduate formation. In this sense, this paper presents a syllabus for a Knowledge Visualization course, adaptable to both undergraduate and graduate levels, which aims to contribute to systematize the competences, skills and attitudes regarding data, information and knowledge visualization that are expected to be developed by future professionals.
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