Artificial Intelligence and Creativity An Interdisciplinary Approach
Creativity is one of the least understood aspects of intelligence and is often seen as `intuitive' and not susceptible to rational enquiry. Recently, however, there has been a resurgence of interest in the area, principally in artificial intelligence and cognitive science, but also in psycholog...
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| Format: | eBook |
| Language: | English |
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Dordrecht
Springer Netherlands
1994, 1994
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| Edition: | 1st ed. 1994 |
| Series: | Studies in Cognitive Systems
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| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- Prologue
- Creativity and Computers
- I / Foundational Issues
- Introduction: On Having a Mind of Your Own
- Creativity, Thought and Representational Redescription
- Connectionism and Cognitive Flexibility
- Re-representation and Emergent Information in Three Cases of Problem Solving
- Psychological Issues in Modelling Creativity
- Gödel’s Theorem and Creativity
- Machine Predictability Versus Human Creativity
- II / Creativity and Cognition
- Introduction: Creativity and Cognition
- Tensor Models: A Creative Basis for Memory Retrieval and Analogical Mapping
- Experience-based Creativity
- Creative Proof Planning
- Clues to Creativity
- III / Creativity and Connectionism
- Introduction: Creativity, Connectionism and Guided Walks
- Creativity, Chaos and Artificial Intelligence
- The Evolution of Connectionist Networks
- Why Connectionist Learning Algorithms Need to be More Creative
- IV / Creativity and Design
- Introduction: Creativity and Design
- Computational Models of Creative Design Processes
- A Model of Creative Design Using a Genetic Metaphor
- Lateral Translation in Design
- Creativity, Invention and the Computational Metaphor: Prolegomenon to a Case Study
- V / Human Creativity Enhancement
- Introduction: Computer-based Systems that Support Creativity
- Cybernetic Serendipity Revisited
- Amplifying Designers’ Creativity with Domain-Oriented Design Environments
- Creativity in Social Sciences: the Computer Enhancement of Qualitative Data Analysis
- Cognitive Support and the Rhythm of Design
- Epilogue
- How Could a Copycat ever be Creative?
- Index of Names
- Index of Subjects