Generalized task markets for human and machine computation

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2010, Pages 986-993

  Shahaf, Dafna ^a   Horvitz, Eric ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; LEARNING SYSTEMS; MACHINE COMPONENTS; TRANSLATION (LANGUAGES);

COMPUTATIONAL PROBLEM; HUMAN COMPUTATION; LANGUAGE TRANSLATION; MACHINE COMPUTATIONS; MACHINE INTELLIGENCE; MACHINE TRANSLATIONS; SUBTASKS;

PROBLEM SOLVING;

EID: 77958521228     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Callison-Burch, C; Bannard, C; and Schroeder, J. 2004. Improved statistical translation through editing. In EAMT-2004.
2. Cherry, C, and Quirk, C. 2008. Discriminative, syntactic language modeling through latent svms. In AMTA '08.
3. Feige, U. 2006. On maximizing welfare when utility functions are subadditive. In STOC '06.
4. Horvitz, E., and Paek, T. 2007. Complementary computing: Policies for transferring callers from dialog systems to human receptionists. User Modeling and User Adapted Interaction.
5. Horvitz, E. 2007. Reflections on challenges and promises of mixed-initiative interaction. Al Magazine 28(2).
6. Kapoor, A.; Tan, D.; Shenoy, P.; and Horvitz, E. 2008. Complementary computing for visual tasks: Meshing computer vision with human visual processing.
7. Mirrokni, V.; Schapira, M.; and Vondrak, J. 2008. Tight information-theoretic lower bounds for welfare maximization in combinatorial auctions. In EC '08. ACM.
8. Nemhauser, G. L.; Wolsey, L. A.; and Fisher, M. L. 1978. An analysis of approximations for maximizing submodular set functions I. Mathematical Programming 14(1).
9. Shahaf, D., and Horvitz, E. 2009. Investigation of human-computer task markets: Methods and prototype. Technical Report Microsof t Research Technical Report MSR-TR-2009-181, Microsof t Research.
10. Shehory, O., and Kraus, S. 1995. Task allocation via coalition formation among autonomous agents. In IJCAI '95.
11. von Ahn, L., and Dabbish, L. 2004. Labeling images with a computer game. In CHI.
12. von Ahn, L. 2008. Human computation. In ICDE. IEEE.
13. Vondrak, J. 2008. Optimal approximation for the submodular welfare problem in the value oracle model. In STOC '08.