Balancing Human and Machine Contributions in Human Computation Systems
Published in Handbook of Human Computation, 2013
Abstract: Many interesting and successful human computation systems leverage the complementary computational strengths of both humans and machines to solve these problems. In this chapter, we examine Human Computation as a type of Human-Computer Collaboration—collaboration involving at least one human and at least one computational agent. We discuss recent advances in the open area of function allocation, and explore how to balance the contributions of humans and machines in computational systems. We then explore how human-computer collaborative strategies can be used to solve problems that are difficult or computationally infeasible for computers or humans alone.
Recommended citation: Crouser, R Jordan and Ottley, Alvitta and Chang, Remco. Balancing Human and Machine Contributions in Human Computation Systems. Handbook of Human Computation :615–623 , 2013.