The structure-mapping engine: algorithm and examples
Artificial Intelligence
Qualitative kinematics: a framework
Readings in qualitative reasoning about physical systems
Analog retrieval by constraint satisfaction
Artificial Intelligence
A computational model of analogical problem solving
Similarity and analogical reasoning
Derivational Analogy in PRODIGY: Automating Case Acquisition, Storage, and Utilization
Machine Learning - Special issue on case-based reasoning
How things appear to work: predicting behaviors from device diagrams
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Reasoning with complex cases
Diagrammatic Reasoning: Cognitive and Computational Perspectives
Diagrammatic Reasoning: Cognitive and Computational Perspectives
Prodigy/Analogy: Analogical Reasoning in General Problem Solving
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
Incorporating (Re)-Interpretation in Case-Based Reasoning
EWCBR '93 Selected papers from the First European Workshop on Topics in Case-Based Reasoning
A computational theory of generative modeling in scientific reasoning
A computational theory of generative modeling in scientific reasoning
Visual analogy in problem solving
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
Transfer in visual case-based problem solving
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Spatial cognition of geometric figures in the context of proportional analogies
COSIT'09 Proceedings of the 9th international conference on Spatial information theory
Adaptive case-based reasoning using retention and forgetting strategies
Knowledge-Based Systems
Finding the odd one out: a fractal analogical approach
C&C '11 Proceedings of the 8th ACM conference on Creativity and cognition
A computational model of visual analogies in design
Cognitive Systems Research
Fractal analogies for general intelligence
AGI'12 Proceedings of the 5th international conference on Artificial General Intelligence
Robust Regulation Adaptation in Multi-Agent Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
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We hypothesize that visuospatial knowledge alone is sufficient for analogical transfer of problem-solving procedures. We developed a theory of visuospatial analogical problem-solving. Proteus, our implemented program, provides a content account, with vocabulary and data structures, and a process account, with methods and algorithms. Proteus addresses all major subtasks of analogy, and identifies a new subtask: dynamic mapping generation between the intermediate knowledge states in the source and the target, when a step in the transferred procedure creates a new object. Examining the limitations of use of visuospatial knowledge alone, we help identify the functional roles of non-visuospatial knowledge.