The structure-mapping engine: algorithm and examples
Artificial Intelligence
Artificial Intelligence - On connectionist symbol processing
The mechanisms of analogical learning
Similarity and analogical reasoning
Use of analogy in a production system architecture
Similarity and analogical reasoning
Fluid concepts and creative analogies: computer models of the fundamental mechanisms of thought
Fluid concepts and creative analogies: computer models of the fundamental mechanisms of thought
A Defeasible Ontology Language
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
Distributed representations and nested compositional structure
Distributed representations and nested compositional structure
Downward Refinement in the ALN Description Logic
HIS '04 Proceedings of the Fourth International Conference on Hybrid Intelligent Systems
Metaphors and heuristic-driven theory projection (HDTP)
Theoretical Computer Science - Algebraic methods in language processing
A cognitive substrate for achieving human-level intelligence
AI Magazine - Special issue on achieving human-level AI through integrated systems and research
Companion cognitive systems: a step toward human-level AI
AI Magazine - Special issue on achieving human-level AI through integrated systems and research
Debugging and repair of owl ontologies
Debugging and repair of owl ontologies
Rigid Flexibility: The Logic of Intelligence (Applied Logic Series)
Rigid Flexibility: The Logic of Intelligence (Applied Logic Series)
Handbook on Ontologies
A framework for handling inconsistency in changing ontologies
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Adaptive ALE-Tbox for extending terminological knowledge
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Learning from Inconsistencies in an Integrated Cognitive Architecture
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Syntactic principles of heuristic-driven theory projection
Cognitive Systems Research
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There are several challenges for AI models of higher cognitive abilities like the profusion of knowledge, different forms of reasoning, the gap between neuro-inspired approaches and conceptual representations, the problem of inconsistent data, and the manifold of computational paradigms. The I-Cog architecture - proposed as a step towards a solution for these problems - consists of a reasoning device based on analogical reasoning, a rewriting mechanism operating on the knowledge base, and a neuro-symbolic interface for robust learning from noisy data. I-Cog is intended as a framework for human-level intelligence (HLI).