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Cognitive Models and Intelligent Environments for Learning Programming

  • Conference proceedings
  • © 1993

Overview

Part of the book series: NATO ASI Subseries F: (NATO ASI F, volume 111)

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Table of contents (25 papers)

  1. Introduction

  2. Environments for Learning Programming

    1. Intelligent Tutoring Systems

    2. Pure Programming Environments

Keywords

About this book

At present, there is a general consensus on the nature of learning programming, but there are different opinions on what forms an effective environment for it. It is generally recognized that the development of a mental model is a formidable task for the student and that learning programming is a complex activity that depends heavily on metacognitive skills. This book, based on a NATO workshop, presents both pure cognitive models and experimental learning environments, and discusses what characteristics can make a learning model effective, especially in relation to the learning environment (natural or computerized). The papers cover cognitive models related to different aspects of programming, classes of learners, and types of environment, and are organized in three groups: theoretical and empirical studies on understanding programming, environments for learning programming, and learning programming in school environments. Comprehension, design, construction, testing, debugging, and verification are recognized as interdependent skills, which require complicated analysis and may develop independently, and indifferent orders, in novices. This book shows that there is unlikely to be asingle path from novice to expert and that the structure of the final product (the program) may not constrain the process by which it comes into being as much as some would advocate.

Editors and Affiliations

  • Istituto Matematica Applicata, C.N.R., Genova, Italy

    Enrica Lemut, Giuliana Dettori

  • School of Cognitive and Computing Sciences, University of Sussex, Falmer, Brighton, UK

    Benedict Boulay

Bibliographic Information

  • Book Title: Cognitive Models and Intelligent Environments for Learning Programming

  • Editors: Enrica Lemut, Benedict Boulay, Giuliana Dettori

  • Series Title: NATO ASI Subseries F:

  • DOI: https://doi.org/10.1007/978-3-662-11334-9

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 1993

  • Hardcover ISBN: 978-3-540-56580-2Published: 29 July 1993

  • Softcover ISBN: 978-3-642-08156-9Published: 11 March 2011

  • eBook ISBN: 978-3-662-11334-9Published: 11 November 2013

  • Series ISSN: 0258-1248

  • Edition Number: 1

  • Number of Pages: VIII, 312

  • Topics: Artificial Intelligence, Programming Techniques

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