Proceedings of the First International Conference on Information Science and Electronic Technology

Application Research of Iterative Detection Strategy in the Crowdsourcing Quality Evaluation

Authors
Zhiyun Zheng, Xiaoqiang Guo, Zhenfei Wang, Dun Li, Quanmin Li
Corresponding Author
Zhiyun Zheng
Available Online March 2015.
DOI
https://doi.org/10.2991/iset-15.2015.47How to use a DOI?
Keywords
Crowdsourcing, Quality control, Entropy, Iterative detection strategy, Quality evaluation
Abstract
Crowdsourcing appeared on the Internet as a new service mode. In order to improve the accuracy of crowdsourcing results evaluation, it presents a crowdsourcing iterative detection strategy. According to the task crowdsourcing workers complete, we can use the principle that the minority is subordinate to the majority to assess the results of the task. The result sets of the assessment task in which option is not unique will be regarded as a new task to release in the crowdsourcing platform. Candidate workers will be chosen to participate in the iterative detection operations until the optimal result of each task has been determined. Experimental results show that compared with the classic quality assessment algorithm based on entropy, this mechanism can achieve better results.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
First International Conference on Information Science and Electronic Technology (ISET 2015)
Part of series
Advances in Computer Science Research
Publication Date
March 2015
ISBN
978-94-62520-50-9
DOI
https://doi.org/10.2991/iset-15.2015.47How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Zhiyun Zheng
AU  - Xiaoqiang Guo
AU  - Zhenfei Wang
AU  - Dun Li
AU  - Quanmin Li
PY  - 2015/03
DA  - 2015/03
TI  - Application Research of Iterative Detection Strategy in the Crowdsourcing Quality Evaluation
BT  - First International Conference on Information Science and Electronic Technology (ISET 2015)
PB  - Atlantis Press
UR  - https://doi.org/10.2991/iset-15.2015.47
DO  - https://doi.org/10.2991/iset-15.2015.47
ID  - Zheng2015/03
ER  -