EDM

Process Data & Cognition

Mon Jun 29, 10:45 AM–12:00 PM · North 202

Network & Process Analytics Educational Data Mining Methods

★ Notable speakers

Ryan S. Baker ★★ — Educational data mining; BROMP observational protocol; student disengagement detection

Piotr Mitros ★★ — Technical co-founder and Chief Scientist of edX; creator of the Open edX platform

Paul Deane ★ — Automated essay scoring, NLP for writing assessment, cognitive models of writing

Collin Lynch ★ — Intelligent tutoring for ill-defined domains; argument diagram analysis; educational data mining; plan recognition

Erin Solovey ★ — HCI, brain-computer interfaces, physiological computing; adaptive learning environments

Erin Walker ★ — Intelligent tutoring systems, computer-supported collaborative learning, embodied and tangible learning, human-robot interaction in education, culturally responsive educational AI

EDM #1 | Long Paper Session

3 talks in this session

Stability and Contextual Sensitivity of Keystroke Process Features in Longitudinal Student Writing Portfolios

Damilola Babalola, Naga Buddarapu, Piotr Mitros, Paul Deane, Collin Lynch

Multimodal Learning Analytics Network & Process Analytics Writing & Language Learning

Leveraging Privileged Multimodal Data to Model Cognitive States in an Interactive Learning Platform

Deniz Sonmez Unal, Theresa Mowad, Catherine Arrington, Erin Solovey, Erin Walker

Learner & Student Modeling Multimodal Learning Analytics Network & Process Analytics

To What Extent Do Keystroke Dynamics Differentiate Correct from Incorrect Problem Solving

Oscar Deho, Ryan Baker, Digory Smith, Simon Woodhead

Educational Data Mining Methods Network & Process Analytics Psychometrics & Educational Measurement