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TTAF: A two-tier task assignment framework for cooperative unit-based crowdsourcing systems

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成果类型:
期刊论文
作者:
Yin, Bo;Liu, Yihu;Xu, Binyao;Chen, Hang;Tang, Sai
通讯作者:
Yin, B
作者机构:
[Chen, Hang; Tang, Sai; Yin, Bo; Yin, B; Xu, Binyao; Liu, Yihu] ChangSha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Peoples R China.
通讯机构:
[Yin, B ] C
ChangSha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410114, Peoples R China.
语种:
英文
关键词:
Crowdsourcing systems;Task assignment;Proxies;Quality control
期刊:
Journal of Network and Computer Applications
ISSN:
1084-8045
年:
2023
卷:
218
页码:
103719
机构署名:
本校为第一且通讯机构
院系归属:
计算机与通信工程学院
摘要:
Traditional task assignment follows a direct recruitment model in which requesters recruit and select workers to complete tasks. Because of the unclear division of roles and the diversity of each role’s mission, this model is neither efficient nor scalable. This paper introduces the concept of cooperative unit (CU), in which workers are organized into cooperative units, whose proxies bid for tasks from requesters based on worker characteristics. However, because of the decentralization of task assignment, quality control is complicated, and th...

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