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» Machine Learning in User Modeling
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EDUTAINMENT
2006
Springer
15 years 5 months ago
Reviewing the Potential of Virtual Learning Environments in Schools
This paper considers the potential of Virtual Learning Environments in schools focusing on 2 distinct user groups. Firstly, the children and teachers engaged in the learning situat...
Malcolm Padmore, Lynne E. Hall, Bob Hogg, Gareth P...
NAACL
2007
15 years 3 months ago
Comparing User Simulation Models For Dialog Strategy Learning
This paper explores what kind of user simulation model is suitable for developing a training corpus for using Markov Decision Processes (MDPs) to automatically learn dialog strate...
Hua Ai, Joel R. Tetreault, Diane J. Litman
UM
2007
Springer
15 years 8 months ago
Principles of Lifelong Learning for Predictive User Modeling
Predictive user models often require a phase of effortful supervised training where cases are tagged with labels that represent the status of unobservable variables. We formulate a...
Ashish Kapoor, Eric Horvitz
KBS
2007
103views more  KBS 2007»
15 years 1 months ago
Eye-tracking for user modeling in exploratory learning environments: An empirical evaluation
In this paper, we describe research on using eye-tracking data for on-line assessment of user meta-cognitive behavior during interaction with an environment for exploration-based ...
Cristina Conati, Christina Merten
ICALT
2005
IEEE
15 years 7 months ago
Modeling of Process-Oriented Learning Designs
Process-oriented learning designs (POLD) are used to describe innovative teaching activities (processes) that can be generalised and used across different disciplines. This paper ...
Olivera Marjanovic