(Re)defining computing curricula by (re)defining computing

Author:

Isbell Charles L.1,Stein Lynn Andrea2,Cutler Robb3,Forbes Jeffrey4,Fraser Linda5,Impagliazzo John6,Proulx Viera7,Russ Steve8,Thomas Richard9,Xu Yan10

Affiliation:

1. Georgia Institute of Technology

2. Olin College

3. Purdue University and Computer Science Teacher's Association

4. Duke University

5. Waiariki Institute of Technology

6. Qatar University

7. Northeastern University

8. University of Warwick

9. Queensland University of Technology

10. Microsoft

Abstract

What is the core of Computing? This paper defines the discipline of computing as centered around the notion of modeling, especially those models that are automatable and automatically manipulable. We argue that this central idea crucially connects models with languages and machines rather than focusing on and around computational artifacts, and that it admits a very broad set of fields while still distinguishing the discipline from mathematics, engineering and science. The resulting computational curriculum focuses on modeling, scales and limits, simulation, abstraction, and automation as key components of a computationalist mindset.

Publisher

Association for Computing Machinery (ACM)

Reference21 articles.

1. Abelson H. and Sussman G. J. 1985. Structure and Interpretation of Computer Programs. MIT Press Cambridge Mass. Abelson H. and Sussman G. J. 1985. Structure and Interpretation of Computer Programs. MIT Press Cambridge Mass.

2. The computer science small department initiative (CS_SDI) report

3. Programming pearls

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