Detecting the Disengaged Reader: Using Scrolling Data to Predict Disengagement during Reading

Keyphrases

• Disengagement 100%
• Classification Algorithms 100%
• Training Data 100%
• Series Representation 100%
• University Students 50%
• Relevant Content 50%
• Time Series Classification 50%
• Text Document 50%
• Sampling Strategy 50%
• Data Collection Algorithm 50%
• Long Text 50%
• Algorithm Performance 50%
• Data Sampling 50%
• Time Series Length 50%
• Vertical Position 50%
• Complex Text 50%
• Engagement Detection 50%
• Viewport 50%

Mathematics

• Time Series 100%
• Time Series Analysis 100%
• Sampling Data 33%
• Vertical Position 33%
• Time Series Classification 33%
• Text Document 33%
• Training Dataset 33%
• Transform Method 33%
• Training Data 33%

Computer Science

• Classification Algorithm 100%
• Training Data 50%
• Sampling Data 50%
• Training Dataset 50%
• Algorithm Performance 50%