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AIED
2015
Springer
8 years 7 months ago
Simulated Learners for Testing Agile Teaming in Social Educational Games
This paper proposes an approach for creating and testing an multiagent systems based adaptive social educational game (SEG), QuizMASter, using the concept of simulated learners to ...
Steeve Laberge, Fuhua Lin
AIED
2015
Springer
8 years 7 months ago
AttentiveLearner: Improving Mobile MOOC Learning via Implicit Heart Rate Tracking
We present AttentiveLearner, an intelligent mobile learning system optimized for consuming lecture videos in both Massive Open Online Courses (MOOCs) and flipped classrooms. Attent...
Phuong Pham, Jingtao Wang
AIED
2015
Springer
8 years 7 months ago
Studying Student Use of Self-Regulated Learning Tools in an Open-Ended Learning Environment
This paper discusses a design-based research study that we conducted in a middle school science classroom to test the effectiveness of SimSelf, an open-ended learning environment ...
John S. Kinnebrew, Brian C. Gauch, James Segedy, G...
AIED
2015
Springer
8 years 7 months ago
Two Modes are Better Than One: a Multimodal Assessment Framework Integrating Student Writing and Drawing
We are beginning to see the emergence of advanced automated assessment techniques that evaluate expressive student artifacts such as freeform written responses and sketches. These ...
Samuel P. Leeman-Munk, Andy Smith, Bradford W. Mot...
AIED
2015
Springer
8 years 7 months ago
Opportunities and Challenges in Generalizable Sensor-Based Affect Recognition for Learning
Abstract. Recent years have witnessed major research advances in sensorbased affect recognition. Alongside these advances, there are many open questions about how effectively curre...
Jonathan P. Rowe, Bradford W. Mott, James C. Leste...
AIED
2015
Springer
8 years 7 months ago
Automated Generation of Self-Explanation Questions in Worked Examples in a Model-Based Tutor
A framework is proposed for automated generation of self-explanation questions in worked examples. In the framework, in addition to the questions, the correct answer, distracters a...
Amruth N. Kumar
AIED
2015
Springer
8 years 7 months ago
Robust Student Knowledge: Adapting to Individual Student Needs as they Explore the Concepts and Practice the Procedures of Fract
Robust knowledge consists of both conceptual and procedural knowledge. In order to address both types of knowledge, offering students opportunities to explore target concepts in a...
Claudia Mazziotti, Wayne Holmes, Michael Wiedmann,...
AIED
2015
Springer
8 years 7 months ago
Transfer Learning for Predictive Models in Massive Open Online Courses
Data recorded while learners are interacting with Massive Open Online Courses (MOOC) platforms provide a unique opportunity to build predictive models that can help anticipate futu...
Sebastien Boyer, Kalyan Veeramachaneni
AIED
2015
Springer
8 years 7 months ago
Modeling Self-Efficacy Across Age Groups with Automatically Tracked Facial Expression
Affect plays a central role in learning. Students’ facial expressions are key indicators of affective states and recent work has increasingly used automated facial expression tra...
Joseph F. Grafsgaard, Seung Y. Lee, Bradford W. Mo...
AIED
2015
Springer
8 years 7 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...