创造力与人工智能的概念整合研究

1 Introduction
Motivations
Overview
Contributions
Structure

2 Creativity
1 Creativity Theories
1．1 Divergent Production
1．2 Bisociation
1．2．1 Humor
1．2．2 Science
1．2．3 Arts
1．3 The Systems Model
1．4 Boden’s Taxonomies
1．5 Others
1．6 Synthesis
2 Computational Creativity
2．1 Two Accounts fcr Characterizing Creativity
2．1．1 Characterizing creativity in AI
2．1．2 Creativity assessment
2．2 Creative Systems
2．2．1 What is a creative system？
2．2．2 Some systems and models

3 Working with Concepts
1 What Is a Concept？
2 Building Concepts
2．1 Ccncept Formation
2．2 Concept Invention
3 Mixing Concepts
3．1 Conceptual Combination
3．2 Conceptual Blending
3．2．1 The Framework
3．2．2 Some criticisms

4 Metaphor and Analogy
4．1 Structure Mapping Engine
4．2 Conceptual Scaffolding and Sapper
4．3 Others
4 A Model of Concept Invention
1 A Creative General Problem Solver
2 Description of the Model
3 Discussion

5 Divago
1 Overview of the Architecture
2 Knowledge Base
3 Mapper
4 Blender
5 Factory
6 Constraints
6．1 Integration
6．2 Topology
6．3 Pattern Completion
6．4 Maximization/Intensification of Vital Relations
6．5 Unpacking
6．6 Web
6．7 Relevance
7 Elaboration
8 Divago as a Creative System

6 Experiments
1 The Boat-House
2 The Horse-Bird
2．1 Evaluating the Optimality Pressures
2．2 Finding the Pegasus
3 Noun-Noun Combinations
3．1 Tuning
3．2 Free Generation
3．3 Comparison to
4 The Creature Generation Experiment
4．1 Tuning
4．2 Free Generation
5 The Established Blending Examples
5．1 Experiments with Isolated Principles
5．2 Experiments with Combination of Principles
5．3 Some Considerations
6 Discussion

7 Conclusions and Future Directions
A The Effect of Input Knowledge
B Established Examples of Conceptual Blending
C Programming the Frames
1 Syntax and Overview
2 Programming of the Frames
3 Examples
D Instances in the House-Boat Experiment
E Experiments， Databases and Other Documents
Notes
Bibliography
Index