Hidden Markov Model for Inferring Learner Task Using Mouse Movement

📝 Original Info

• Title: Hidden Markov Model for Inferring Learner Task Using Mouse Movement
• ArXiv ID: 1405.5249
• Date: 2014-05-22
• Authors: Researchers from original ArXiv paper

📝 Abstract

One of the issues of e-learning web based application is to understand how the learner interacts with an e-learning application to perform a given task. This study proposes a methodology to analyze learner mouse movement in order to infer the task performed. To do this, a Hidden Markov Model is used for modeling the interaction of the learner with an e-learning application. The obtained results show the ability of our model to analyze the interaction in order to recognize the task performed by the learner.

💡 Deep Analysis

Deep Dive into Hidden Markov Model for Inferring Learner Task Using Mouse Movement.

One of the issues of e-learning web based application is to understand how the learner interacts with an e-learning application to perform a given task. This study proposes a methodology to analyze learner mouse movement in order to infer the task performed. To do this, a Hidden Markov Model is used for modeling the interaction of the learner with an e-learning application. The obtained results show the ability of our model to analyze the interaction in order to recognize the task performed by the learner.

📄 Full Content

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