A Novel Course in Data Systems with Minimal Prerequisites
A Novel Course in Data Systems with Minimal Prerequisites
复制标题
具有最低先决条件的数据系统新颖课程
DOI：
10.1145/3287324.3287425
复制
发表时间：
2019
期刊：
影响因子：
--
通讯作者：
G. Thomas
中科院分区：
文献类型：
--
作者：
T. Bressoud;G. Thomas
理解数据系统的需要，从数据模型的结构和约束到获取和管理数据的客户端-服务器机制，不仅包括计算机科学专业的学生，还包括数据科学专业的学生和各种跨学科课程的学生。在本文中，我们描述了计算机科学的第二门课程的设计和实施，其以数据为中心的重点强调数据的结构模型和获取和转换数据到适合分析的形式所涉及的技能。我们认为，从用户而不是设计师的角度来看，这些主题不需要等待一个上层的数据库课程，但要达到足够的深度，介绍计算机科学课程是适当的和足够的先决条件。
The need for understanding data systems, from the structure and constraints of data models to the client-server mechanisms for acquiring and curating data, includes not just computer science students, but extends to data science students and students in a wide range of interdisciplinary programs. In this paper we describe the design and implementation of a second course in computer science, whose data-centric focus emphasizes structural models of data and the skills involved in acquiring and transforming data into forms amenable for analysis. We argue that, from a user-not-designer perspective, these topics need not wait for an upper-level database course, but to achieve sufficient depth, an introductory computer science course is appropriate and sufficient as a prerequisite.