Sciweavers

152 search results - page 2 / 31
» Incremental Knowledge Acquisition with Selective Active Lear...
Sort
View
IJMMS
2007
79views more  IJMMS 2007»
15 years 1 months ago
Incorporating tutoring principles into interactive knowledge acquisition
This paper argues that interactive knowledge acquisition systems would benefit from a tighter and more thorough incorporation of tutoring and learning principles. Current acquisit...
Jihie Kim, Yolanda Gil
134
Voted
ACSC
2006
IEEE
15 years 8 months ago
Using formal concept analysis with an incremental knowledge acquisition system for web document management
It is necessary to provide a method to store Web information effectively so it can be utilised as a future knowledge resource. A commonly adopted approach is to classify the retri...
Timothy J. Everts, Sung Sik Park, Byeong Ho Kang
ALT
2008
Springer
15 years 10 months ago
Active Learning in Multi-armed Bandits
In this paper we consider the problem of actively learning the mean values of distributions associated with a finite number of options (arms). The algorithms can select which opti...
András Antos, Varun Grover, Csaba Szepesv&a...
119
Voted
ICML
1995
IEEE
16 years 2 months ago
Learning by Observation and Practice: An Incremental Approach for Planning Operator Acquisition
This paper describes an approach to automatically learn planning operators by observing expert solution traces and to further refine the operators through practice in a learning-b...
Xuemei Wang
CIKM
2008
Springer
15 years 3 months ago
Proactive learning: cost-sensitive active learning with multiple imperfect oracles
Proactive learning is a generalization of active learning designed to relax unrealistic assumptions and thereby reach practical applications. Active learning seeks to select the m...
Pinar Donmez, Jaime G. Carbonell