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iField领域的数据科学课程

Data science curriculum in the iField

Journal of the Association for Information Science and Technology (JASIST) · 2022
被引 15
ABS 3

中文导读

iSchool数据科学课程委员会通过系列研究,探讨了信息领域在数据科学教育中的独特身份,并提出了核心课程框架,以指导本科和研究生层次的数据科学课程开发。

Abstract

Many disciplines, including the broad Field of Information (iField), have been offering Data Science (DS) programs. There have been significant efforts exploring an individual discipline's identity and unique contributions to the broader DS education landscape. To advance DS education in the iField, the iSchool Data Science Curriculum Committee (iDSCC) was formed and charged with building and recommending a DS education framework for iSchools. This paper reports on the research process and findings of a series of studies to address important questions: What is the iField identity in the multidisciplinary DS education landscape? What is the status of DS education in iField schools? What knowledge and skills should be included in the core curriculum for iField DS education? What are the jobs available for DS graduates from the iField? What are the differences between graduate-level and undergraduate-level DS education? Answers to these questions will not only distinguish an iField approach to DS education but also define critical components of DS curriculum. The results will inform individual DS programs in the iField to develop curriculum to support undergraduate and graduate DS education in their local context.

数据科学教育信息科学课程设计跨学科教育