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EDM
2010
125views Data Mining» more  EDM 2010»
13 years 10 months ago
Towards EDM Framework for Personalization of Information Services in RPM Systems
Remote Patient Management Systems (RPM) besides monitoring the health conditions of patients provide them with different information services that currently are predefined and foll...
Ekaterina Vasilyeva, Mykola Pechenizkiy, Aleksandr...
EDM
2010
111views Data Mining» more  EDM 2010»
13 years 10 months ago
On the Faithfulness of Simulated Student Performance Data
Abstract. The validation of models for skills assessment is often conducted by using simulated students because their skills mastery can be predefined. Student performance data is ...
Michel C. Desmarais, Ildikó Pelczer
EDM
2010
139views Data Mining» more  EDM 2010»
13 years 10 months ago
Automatic Rating of User-Generated Math Solutions
Intelligent tutoring systems adapt to users' cognitive factors, but typically not to affective or conative factors. Crowd-sourcing may be a way to create materials that engage...
Turadg Aleahmad, Vincent Aleven, Robert Kraut
EDM
2010
160views Data Mining» more  EDM 2010»
13 years 10 months ago
Using Neural Imaging and Cognitive Modeling to Infer Mental States while Using an Intelligent Tutoring System
Functional magnetic resonance imaging (fMRI) data were collected while students worked with a tutoring system that taught an algebra isomorph. A cognitive model predicted the distr...
Jon M. Fincham, John R. Anderson, Shawn Betts, Jen...
EDM
2010
126views Data Mining» more  EDM 2010»
13 years 10 months ago
Higher Contributions Correlate with Higher Learning Gains
Carol Forsyth, Heather Butler, Arthur C. Graesser,...
EDM
2010
165views Data Mining» more  EDM 2010»
13 years 10 months ago
Effort-based Tutoring: An Empirical Approach to Intelligent Tutoring
We describe pedagogical and student modeling based on past student interactions with a tutoring system. We model student effort with an integrated view of student behaviors (e.g. t...
Ivon Arroyo, Hasmik Meheranian, Beverly Park Woolf
EDM
2010
133views Data Mining» more  EDM 2010»
13 years 10 months ago
Process Mining to Support Students' Collaborative Writing
Writing, particularly collaborative writing is a commonly needed skill. Investigating how ideas and concepts are developed during the process of writing can be used to improve not ...
Vilaythong Southavilay, Kalina Yacef, Rafael A. Ca...
EDM
2010
165views Data Mining» more  EDM 2010»
13 years 10 months ago
Using a Bayesian Knowledge Base for Hint Selection on Domain Specific Problems
A Bayesian Knowledge Base is a generalization of traditional Bayesian Networks where nodes or groups of nodes have independence. In this paper we describe a method of generating a ...
John C. Stamper, Tiffany Barnes, Marvin J. Croy
EDM
2010
152views Data Mining» more  EDM 2010»
13 years 10 months ago
Mining Students' Interaction Data from a System that Support Learning by Reflection
In this paper we utilising some popular educational data mining (EDM) methods to explore and mine educational data resulted from a system that supports reflection for learning call...
Rajibussalim