Can Computers Outperform Humans in Detecting User Zone-Outs? Implications for Intelligent Interfaces

Keyphrases

• Accuracy Improvement 100%
• Intelligent User Interfaces 100%
• Mind Wandering 100%
• Human Observer 50%
• Area under the Receiver Operating Characteristic Curve 50%
• Comparable Accuracy 50%
• High Stakes 50%
• Reading Task 50%
• Diminishing Returns 50%
• Distance Learning 50%
• Machine Learning Models 50%
• Vigilance Task 50%
• Upper Body 50%
• Zoning out 50%
• Human-computer Fusion 50%

Psychology

• Mind Wandering 100%
• Learning Model 50%
• Vigilance 50%