A variational-autoencoder approach to solve the hidden profile task in hybrid human-machine teams

Keyphrases

• Hidden Profile Task 100%
• Variational Autoencoder 100%
• Human-machine Teams 100%
• Hybrid Human-machine 100%
• Hidden Profile 66%
• Opinion Dynamics 66%
• Minority Opinions 66%
• Algorithm Design 33%
• Teamwork 33%
• Machine Learning Techniques 33%
• Prediction Task 33%
• Underrepresentation 33%
• Social Influence 33%
• Information Aggregation 33%
• Information Distribution 33%
• Team Performance 33%
• Majority Opinion 33%
• Group-level Outcome 33%
• Task-irrelevant 33%
• Misinformation 33%
• Latent Embedding 33%
• Profile Prediction 33%
• Hybrid Teams 33%
• Sway 33%
• Human Volunteers 33%
• Task Information 33%

Computer Science

• Algorithm Design 100%
• Team Member 100%
• Machine Learning Technique 100%
• Team Performance 100%
• Hidden Information 100%
• Information Aggregation 100%
• Misinformation 100%
• Variational Autoencoder 100%
• Experimental Design 100%

Social Sciences

• Minority Groups 100%
• Learning Method 33%
• Social Influence 33%
• Experimental Design 33%
• Learning System 33%
• Machine Learning 33%
• Misinformation 33%