14 search results - page 1 / 3 » A Case-Based Explanation System for Black-Box Systems |
AIR
2005
13 years 4 months ago
2005
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...
CSCW
2000
ACM
13 years 9 months ago
2000
ACM
Automated collaborative filtering (ACF) systems predict a person’s affinity for items or information by connecting that person’s recorded interests with the recorded interests...
AIR
2005
13 years 4 months ago
2005
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...
ICCBR
2003
Springer
13 years 10 months ago
2003
Springer
: One of the perceived benefits of Case-Based Reasoning (CBR) is the potential to use retrieved cases to explain predictions. Surprisingly, this aspect of CBR has not been much res...
ICCBR
2007
Springer
13 years 11 months ago
2007
Springer
Interacting with intelligent systems in general and ambient intelligent systems in particular, requires that these systems have the ability to build a trust relationship with the u...