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148
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EDM
2010
248views Data Mining» more  EDM 2010»
15 years 4 months ago
Analyzing Learning Styles using Behavioral Indicators in Web based Learning Environments
It is argued that the analysis of the learner's generated log files during interactions with a learning environment is necessary to produce interpretative views of their activ...
Nabila Bousbia, Jean-Marc Labat, Amar Balla, Issam...
116
Voted
NIPS
2008
15 years 4 months ago
Human Active Learning
We investigate a topic at the interface of machine learning and cognitive science. Human active learning, where learners can actively query the world for information, is contraste...
Rui M. Castro, Charles Kalish, Robert Nowak, Ruich...
132
Voted
SDM
2009
SIAM
117views Data Mining» more  SDM 2009»
15 years 11 months ago
Spatially Cost-Sensitive Active Learning.
In active learning, one attempts to maximize classifier performance for a given number of labeled training points by allowing the active learning algorithm to choose which points...
Alexander Liu, Goo Jun, Joydeep Ghosh
108
Voted
CHI
1998
ACM
15 years 6 months ago
Adapting User Interface Design Methods to the Design of Educational Activities
considered simply, but a more complex evaluation of the effects of performing the tasks. For example, an educational activity that learners complete quickly and accurately is of no...
Clayton Lewis, Cathy Brand, Gina Cherry, Cyndi Rad...
110
Voted
ECML
2006
Springer
15 years 6 months ago
Active Learning with Irrelevant Examples
Abstract. Active learning algorithms attempt to accelerate the learning process by requesting labels for the most informative items first. In real-world problems, however, there ma...
Dominic Mazzoni, Kiri Wagstaff, Michael C. Burl