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Cognitive Models and Intelligent Environments for Learning Programming: NATO ASI Series / Series F: Computer and Systems Sciences, Vol. 111 (NATO ASI Subseries F:) - Softcover

 
9783642081569: Cognitive Models and Intelligent Environments for Learning Programming: NATO ASI Series / Series F: Computer and Systems Sciences, Vol. 111 (NATO ASI Subseries F:)

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This NATO volume in the Special Programme on Advanced Educational Technology presents several cognitive models and intelligent environments for learning programming. It discusses the relations between learning models and environments and the interdependence of various aspects of learning, and shows there is probably no single path from novice to expert.

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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.

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9783540565802: Cognitive Models and Intelligent Environments for Learning Programming: 111 (NATO ASI Subseries F:)

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ISBN 10:  3540565809 ISBN 13:  9783540565802
Verlag: Springer, 1993
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Enrica Lemut
ISBN 10: 3642081568 ISBN 13: 9783642081569
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - At present, there is a general consensus on the nature oflearning programming, but there are different opinions onwhat forms an effective environment for it. It is generallyrecognized that the development of a mental model is aformidable task for the student and that learningprogramming is a complex activity that depends heavily onmetacognitive skills.This book, based on a NATO workshop, presents both purecognitive models and experimental learning environments, anddiscusses what characteristics can make a learning modeleffective, especially in relation to the learningenvironment (natural or computerized). The papers covercognitive models related to different aspects ofprogramming, classes of learners, and types of environment,and are organized in three groups: theoretical and empiricalstudies on understanding programming, environments forlearning programming, and learning programming in schoolenvironments.Comprehension, design, construction, testing, debugging, andverification are recognized as interdependent skills, whichrequire complicated analysis and may develop independently,and indifferent orders, in novices. This book shows thatthere is unlikely to be asingle path from novice to expertand that the structure of the final product (the program)may not constrain the process by which it comes into beingas much as some would advocate. Artikel-Nr. 9783642081569

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Lemut, Enrica
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ISBN 10: 3642081568 ISBN 13: 9783642081569
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