Artificial Intelligence - Special volume on qualitative reasoning about physical systems
SOAR: an architecture for general intelligence
Artificial Intelligence
The structure-mapping engine: algorithm and examples
Artificial Intelligence
Theories of comparative analysis
Theories of comparative analysis
Compositional modeling: finding the right model for the job
Artificial Intelligence - Special issue: Qualitative reasoning about physical systems II
Analogy-making as perception: a computer model
Analogy-making as perception: a computer model
Derivational Analogy in PRODIGY: Automating Case Acquisition, Storage, and Utilization
Machine Learning - Special issue on case-based reasoning
Qualitative reasoning: modeling and simulation with incomplete knowledge
Qualitative reasoning: modeling and simulation with incomplete knowledge
Case-based reasoning
Qualitative reasoning about fluids and mechanics
Qualitative reasoning about fluids and mechanics
RoboTA (poster): an agent colony architecture for supporting education
AGENTS '98 Proceedings of the second international conference on Autonomous agents
An architecture for more realistic conversational systems
Proceedings of the 6th international conference on Intelligent user interfaces
Sketching for knowledge capture: a progress report
Proceedings of the 7th international conference on Intelligent user interfaces
Mind and Mechanism
Case-Based Reasoning: Experiences, Lessons and Future Directions
Case-Based Reasoning: Experiences, Lessons and Future Directions
Models of attention in computing and communication: from principles to applications
Communications of the ACM
Dynamic Case Creation and Expansion for Analogical Reasoning
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
An analogy ontology for integrating analogical processing and first-principles reasoning
Eighteenth national conference on Artificial intelligence
AI on the battlefield: an experimental exploration
Eighteenth national conference on Artificial intelligence
A web-based ontology browsing and editing system
Eighteenth national conference on Artificial intelligence
Evaluating expert-authored rules for military reasoning
Proceedings of the 2nd international conference on Knowledge capture
Metacognition in computation: a selected research review
Artificial Intelligence
VModel: a visual qualitative modeling environment for middle-school students
IAAI'04 Proceedings of the 16th conference on Innovative applications of artifical intelligence
Analogical learning of visual/conceptual relationships in sketches
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Solving everyday physical reasoning problems by analogy using sketches
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Metacognition in computation: a selected research review
Artificial Intelligence
Approximate Reasoning in MAS: Rough Set Approach
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Approximate Reasoning in MAS: Rough Set Approach
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Toward Rough-Granular Computing
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Measuring the level of transfer learning by an AP physics problem-solver
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Using spatial language in multi-modal knowledge capture
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Analogical learning in a turn-based strategy game
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Analogical model formulation for transfer learning in AP Physics
Artificial Intelligence
A wistech paradigm for intelligent systems
Transactions on rough sets VI
I-Cog: a computational framework for integrated cognition of higher cognitive abilities
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Toward perception based computing: a rough-granular perspective
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Similarity-Based Retrieval With Structure-Sensitive Sparse Binary Distributed Representations
Computational Intelligence
On the computational challenges of analogy-based generalization
Cognitive Systems Research
The challenge of complexity for cognitive systems
Cognitive Systems Research
Using explanations for runtime dialogue adaptation
Proceedings of the 14th ACM international conference on Multimodal interaction
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We are developing Companion Cognitive Systems, a new kind of software that can be effectively treated as a collaborator. Aside from their potential utility, we believe this effort is important because it focuses on three key problems that must be solved to achieve human-level AI: Robust reasoning and learning, interactivity, and longevity. We describe the ideas we are using to develop the first architecture for Companions: analogical processing, grounded in cognitive science for reasoning and learning, sketching and concept maps to improve interactivity, and a distributed agent architecture hosted on a cluster to achieve performance and longevity. We outline some results on learning by accumulating examples derived from our first experimental version.