A Crowd–AI Collaborative Approach to Address Demographic Bias for Student Performance Prediction in Online Education

Keyphrases

• Collaborative Approach 100%
• Online Education 100%
• Demographic Bias 100%
• Student Performance Prediction 100%
• Artificial Intelligence 60%
• Online Courses 40%
• Crowdsourcing 40%
• Recent Advances 20%
• Student Outcomes 20%
• Identification Mechanism 20%
• Learning Outcomes 20%
• Learning Experience 20%
• Behavioral Patterns 20%
• Evaluation Results 20%
• Behavioral Data 20%
• Enhanced Learning 20%
• Training Data 20%
• Gradient-based 20%
• Demographic Groups 20%
• Inaccurate Predictions 20%
• Prediction Problems 20%
• Meld 20%
• Debiasing 20%
• Lack of Training 20%
• Calibration Design 20%
• Crowd Intelligence 20%
• Bias Calibration 20%
• Fair Artificial Intelligence 20%
• Bias Identification 20%

Computer Science

• Artificial Intelligence 100%
• On-Line Education 100%
• Learning Experiences 50%
• Evaluation Result 25%
• Training Data 25%
• Student Outcome 25%
• Behavioral Pattern 25%
• Behavioral Data 25%
• Demographic Group 25%