Crowdsourcing Gold-HIT Creation at Scale: Challenges and Adaptive Exploration Approaches (Position Paper)
- Ittai Abraham ,
- Omar Alonso ,
- Vasilis Kandylas ,
- Rajesh Patel ,
- Steven Shelford ,
- Aleksandrs Slivkins ,
- Hai Wu
MSR-TR-2013-106 |
Gold HITs — Human Intelligence Tasks with known answers — are commonly used to measure worker performance and data quality in industrial applications of crowdsourcing. We suggest adaptive exploration as a promising approach for automated, scalable Gold HIT creation. We substantiate this with initial experiments in a stylized model.