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AAAI
2010
13 years 9 months ago
An Integrated Systems Approach to Explanation-Based Conceptual Change
Understanding conceptual change is an important problem in modeling human cognition and in making integrated AI systems that can learn autonomously. This paper describes a model o...
Scott Friedman, Kenneth D. Forbus
30
Voted
SCAI
2008
13 years 9 months ago
Explanatory Capabilities in the CREEK Knowledge-Intensive Case-Based Reasoner
The ability to give explanations for its reasoning and behaviour is a core capability of an intelligent system. There are a number of different goals a user can have towards such e...
Anders Kofod-Petersen, Jörg Cassens, Agnar Aa...
RR
2007
Springer
14 years 1 months ago
Proof Explanation in the DR-DEVICE System
Trust is a vital feature for the Semantic Web: If users (humans and agents) are to use and integrate system answers, they must trust them. Thus, systems should be able to explain t...
Nick Bassiliades, Grigoris Antoniou, Guido Governa...
LPNMR
2011
Springer
12 years 10 months ago
Approximations for Explanations of Inconsistency in Partially Known Multi-Context Systems
Abstract. Multi-context systems are a formalism to interlink decentralized and heterogeneous knowledge based systems (contexts), which interact via (possibly nonmonotonic) bridge r...
Thomas Eiter, Michael Fink, Peter Schüller
KR
2010
Springer
14 years 9 days ago
Finding Explanations of Inconsistency in Multi-Context Systems
We provide two approaches for explaining inconsistency in multi-context systems, where decentralized and heterogeneous system parts interact via nonmonotonic bridge rules. Inconsi...
Thomas Eiter, Michael Fink, Peter Schüller, A...