A Machine Learning Approach to Leverage Individual Keyboard and Mouse Interaction Behavior From Multiple Users in Real-World Learning Scenarios

A Machine Learning Approach to Leverage Individual Keyboard and Mouse Interaction Behavior From Multiple Users in Real-World Learning Scenarios

There is strong evidence that emotions influence the learning process. For this reason, we explore the relevance of individual and general mouse and keyboard interaction patterns in real-world settings while learners perform free text tasks. To this end, we have modeled users' mouse movements a...

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Bibliographic Details
Main Authors: Sergio Salmeron-Majadas, Ryan S. Baker, Olga C. Santos, Jesus G. Boticario
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Affective computing
data mining
keystrokes dynamics
learner modeling
learning analytics
MOKEETO
Online Access:https://ieeexplore.ieee.org/document/8416736/

Internet

https://ieeexplore.ieee.org/document/8416736/

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