Can AI Help in Ideation? A Theory-Based Model for Idea Screening in Crowdsourcing Contests

Keyphrases

• Crowdsourcing Contest 100%
• Idea Screening 100%
• External Experts 100%
• Theory Model 100%
• Internal Experts 100%
• Loss Function 50%
• Artificial Intelligence 50%
• Best Model 50%
• Two-step Approach 50%
• Model Specification 50%
• Human Expert 50%
• New Predictor 50%
• False Negative Rate 50%
• Shrinkage Operator 50%
• Screening Efficiency 50%
• Selection Operator 50%
• Holdout 50%
• Crowdsourcing 50%
• Efficiency Curve 50%

Medicine and Dentistry

• False Negative Result 100%

Biochemistry, Genetics and Molecular Biology

• Artificial Intelligence 100%