Generalized Task Markets for Human and Machine Computation

@inproceedings{Shahaf2010GeneralizedTM,
  title={Generalized Task Markets for Human and Machine Computation},
  author={Dafna Shahaf and Eric Horvitz},
  booktitle={AAAI},
  year={2010}
}
We discuss challenges and opportunities for developing generalized task markets where human and machine intelligence are enlisted to solve problems, based on a consideration of the competencies, availabilities, and pricing of different problem-solving resources. The approach couples human computation with machine learning and planning, and is aimed at optimizing the flow of subtasks to people and to computational problem solvers. We illustrate key ideas in the context of Lingua Mechanica, a… CONTINUE READING

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