Learning by analogy: Formulating and generalizing plans from past experience

Learning by analogy: Formulating and generalizing plans from past experience

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1982 · English · Paperback
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Description

In this insightful exploration, the author delves into the power of analogical reasoning in human cognition and learning. It is a fascinating examination of how individuals draw upon past experiences to formulate and adapt plans for new situations. Through a series of detailed analyses, the text illustrates the cognitive processes involved in identifying patterns and making connections that transcend time and context.

The author, Jaime G Carbonell, emphasizes the significance of learning from previous encounters, guiding readers to appreciate the nuances of generalization. By weaving together examples and theories, the narrative provides a framework for understanding how this form of learning can enhance problem-solving abilities in both personal and professional spheres.

Ultimately, the work beckons readers to consider the implications of analogical learning in various disciplines, highlighting its relevance in fields such as education, artificial intelligence, and beyond. It serves as a thought-provoking resource for anyone interested in uncovering the underlying mechanisms that facilitate adaptive learning and innovation.

Book Details

Format Paperback
Pages 24 pages
Language English
Published Jan 1, 1982
Publisher Carnegie-Mellon University, Dept. of Computer Science
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