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AIR
2005
97views more  AIR 2005»
13 years 7 months ago
Explanation in Case-Based Reasoning-Perspectives and Goals
Abstract. We present an overview of different theories of explanation from the philosophy and cognitive science communities. Based on these theories, as well as models of explanati...
Frode Sørmo, Jörg Cassens, Agnar Aamod...
AIR
2005
122views more  AIR 2005»
13 years 7 months ago
Retrieval Failure and Recovery in Recommender Systems
In case-based reasoning (CBR) approaches to product recommendation, descriptions of the available products are stored in a case library and retrieved in response to a query represe...
David McSherry
AIR
2005
102views more  AIR 2005»
13 years 7 months ago
A Case-Based Explanation System for Black-Box Systems
Most users of machine-learning products are reluctant to use the systems without any sense of the underlying logic that has led to the system's predictions. Unfortunately many...
Conor Nugent, Padraig Cunningham
AIR
2005
126views more  AIR 2005»
13 years 7 months ago
The Explanatory Power of Symbolic Similarity in Case-Based Reasoning
A desired capability of automatic problem solvers is that they can explain the results. Such explanations should justify that the solution proposed by the problem solver arises fr...
Enric Plaza, Eva Armengol, Santiago Ontañ&o...
AIR
2004
97views more  AIR 2004»
13 years 7 months ago
Parsing Ill-Formed Text Using an Error Grammar
This paper presents a robust parsing approach which is designed to address the issue of syntactic errors in text. The approach is based on the concept of an error grammar which is ...
Jennifer Foster, Carl Vogel