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ICPR
2008
IEEE
14 years 8 months ago
Incremental learning in non-stationary environments with concept drift using a multiple classifier based approach
We outline an incremental learning algorithm designed for nonstationary environments where the underlying data distribution changes over time. With each dataset drawn from a new e...
Matthew T. Karnick, Michael Muhlbaier, Robi Polika...
AIED
2009
Springer
14 years 2 months ago
Off-Task Behavior in Narrative-Centered Learning Environments
Recent years have seen increasing interest in narrative-centered learning environments. However, the same qualities that make them engaging can also introduce seductive details tha...
Jonathan P. Rowe, Scott W. McQuiggan, Jennifer L. ...
AIED
2009
Springer
14 years 2 months ago
Intelligent Support for Exploratory Environments
In the last years, there is a rising interest in exploratory learning environments, due to their positive effects on learning. However, their lack of structure makes the provision...
Manolis Mavrikis, Sergio Gutiérrez Santos, ...
IWANN
2009
Springer
14 years 2 months ago
Multiagent-Based Educational Environment for Dependents
This paper presents a multiagent architecture that facilitates active learning in educational environments for dependents. The multiagent architecture incorporates agents that can ...
Antonia Macarro, Alberto Pedrero, Juan A. Fraile
ISAMI
2010
13 years 5 months ago
Accurate Temporal Relationships in Sequences of User Behaviours in Intelligent Environments
Intelligent Environments are supposed to act proactively anticipating user's needs and preferences in order to provide effective support. Therefore, learning user's frequ...
Asier Aztiria, Juan Carlos Augusto, Rosa Basagoiti...