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AIED
2015
Springer
9 years 11 months ago
Discovering Individual and Collaborative Problem-Solving Modes with Hidden Markov Models
Supporting students during learning tasks is the main goal of intelligent tutoring systems, and the most effective systems can adapt to students based on a model of their current s...
Fernando J. Rodríguez, Kristy Elizabeth Boy...
65
Voted
AIED
2015
Springer
9 years 11 months ago
An Approach to Developing Instructional Planners for Dynamic Open-Ended Learning Environments
Instructional planning (IP) technology has begun to reach large online environments. However, many approaches rely on having centralized metadata structures about the learning obje...
Stephanie Frost, Gordon I. McCalla
66
Voted
AIED
2015
Springer
9 years 11 months ago
Negotiating Individual Learner Models in Contexts of Peer Assessment and Group Learning
This paper introduces learner model negotiation not only as a means to increase the accuracy of the learner model and promote metacognitive activities as in past examples, but also...
Susan Bull, Lamiya Al-Shanfari
AIED
2015
Springer
9 years 11 months ago
DeepStealth: Leveraging Deep Learning Models for Stealth Assessment in Game-Based Learning Environments
A distinctive feature of intelligent game-based learning environments is their capacity for enabling stealth assessment. Stealth assessments gather information about student compet...
Wookhee Min, Megan Hardy Frankosky, Bradford W. Mo...
AIED
2015
Springer
9 years 11 months ago
Mind the Gap: Improving Gender Equity in Game-Based Learning Environments with Learning Companions
Game-based learning environments hold great promise for engaging learners. Yet game mechanics can initially pose barriers for students with less prior gaming experience. This paper...
Philip Sheridan Buffum, Kristy Elizabeth Boyer, Er...
77
Voted
AIED
2015
Springer
9 years 11 months ago
Dual Eye Tracking as a Tool to Assess Collaboration
Abstract. In working towards unraveling the mechanisms of productive collaborative learning, dual eye tracking, a method where two people’s eyes are tracked as they collaborate o...
Jennifer K. Olsen, Michael A. Ringenberg, Vincent ...
AIED
2015
Springer
9 years 11 months ago
How Do Learners Behave in Help-Seeking When Given a Choice?
We describe the results of a study that investigated learners’ help-seeking behavior using two feedback options implemented in an ITS for Java programming. The 25 students had th...
Sebastian Gross, Niels Pinkwart
AICOM
2015
12views more  AICOM 2015»
9 years 11 months ago
Learning in unlabeled networks - An active learning and inference approach
The task of determining labels of all network nodes based on the knowledge about network structure and labels of some training subset of nodes is called the within-network classiï¬...
Tomasz Kajdanowicz, Radoslaw Michalski, Katarzyna ...