Get another label? improving data quality and data mining using multiple, noisy labelers
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
TurKit: tools for iterative tasks on mechanical Turk
Proceedings of the ACM SIGKDD Workshop on Human Computation
Exploring iterative and parallel human computation processes
Proceedings of the ACM SIGKDD Workshop on Human Computation
Toward automatic task design: a progress report
Proceedings of the ACM SIGKDD Workshop on Human Computation
TurKit: human computation algorithms on mechanical turk
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Soylent: a word processor with a crowd inside
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
VizWiz: nearly real-time answers to visual questions
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Answering search queries with CrowdSearcher
Proceedings of the 21st international conference on World Wide Web
Adjunct proceedings of the 25th annual ACM symposium on User interface software and technology
AutoMan: a platform for integrating human-based and digital computation
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
Programming hybrid services in the cloud
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
CrowdMap: crowdsourcing ontology alignment with microtasks
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
Extending search to crowds: a model-driven approach
Search Computing
Proceedings of the 2013 conference on Computer supported cooperative work
Chorus: a crowd-powered conversational assistant
Proceedings of the 26th annual ACM symposium on User interface software and technology
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
TaskGenies: Automatically Providing Action Plans Helps People Complete Tasks
ACM Transactions on Computer-Human Interaction (TOCHI)
Hi-index | 0.00 |
Completing complex tasks on crowdsourcing platforms like Mechanical Turk currently requires significant up-front investment into task decomposition and workflow design. We present a new method for automating task and workflow design for high-level, complex tasks. Unlike previous approaches, our strategy is recursive, recruiting workers from the crowd to help plan out how problems can be solved most effectively. Our initial experiments suggest that this strategy can successfully create workflows to solve tasks considered difficult from an AI perspective, although it is highly sensitive to the design choices made by workers.