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KI
2002
Springer
14 years 11 months ago
Empirically Grounded Decision-Theoretic Adaptation to Situation-Dependent Resource Limitations
This article summarizes research on several interrelated general issues that can arise in the design and development of user modeling systems: the learning and subsequent adaptati...
Thorsten Bohnenberger, Boris Brandherm, Barbara Gr...
KDD
2009
ACM
227views Data Mining» more  KDD 2009»
16 years 11 days ago
Efficiently learning the accuracy of labeling sources for selective sampling
Many scalable data mining tasks rely on active learning to provide the most useful accurately labeled instances. However, what if there are multiple labeling sources (`oracles...
Pinar Donmez, Jaime G. Carbonell, Jeff Schneider
AOSE
2005
Springer
15 years 5 months ago
Aspects in Agent-Oriented Software Engineering: Lessons Learned
Several concerns in the development of multi-agent systems (MASs) cannot be represented in a modular fashion. In general, they inherently affect several system modules and cannot b...
Alessandro F. Garcia, Uirá Kulesza, Cl&aacu...
ICDE
2008
IEEE
118views Database» more  ICDE 2008»
15 years 6 months ago
OntoNet: Scalable knowledge-based networking
Recent years have seen a proliferation of work on the Semantic Web, an initiative to enable intelligent agents to reason about and utilize World Wide Web content and services. Con...
Joseph B. Kopena, Boon Thau Loo
ICMI
2004
Springer
183views Biometrics» more  ICMI 2004»
15 years 5 months ago
Agent and library augmented shared knowledge areas (ALASKA)
This paper reports on an NSF-funded effort now underway to integrate three learning technologies that have emerged and matured over the past decade; each has presented compelling ...
Eric R. Hamilton