CrowdSelect: Increasing Accuracy of Crowdsourcing Tasks through Behavior Prediction and User Selection.
Chenxi QiuAnna Cinzia SquicciariniBarbara CarminatiJames CaverleeDev Rishi KharePublished in: CIKM (2016)
Keyphrases
- prediction accuracy
- amazon mechanical turk
- high accuracy
- user feedback
- high prediction accuracy
- user interaction
- user preferences
- improve the prediction accuracy
- root mean square error
- user interface
- highly accurate
- neural network
- human users
- human behavior
- prediction model
- user defined
- user goals
- collaborative filtering
- computational cost
- browsing behavior
- mechanical turk
- user actions
- behavioral patterns
- user groups
- query formulation
- user satisfaction
- user behavior
- user queries
- classification accuracy
- decision trees