Fairness of Task Allocation in Crowdsourcing Workflows
نویسندگان
چکیده
منابع مشابه
Dynamic Task Allocation for Crowdsourcing Settings
We consider the problem of optimal budget allocation for crowdsourcing problems, allocating users to tasks to maximize our final confidence in the crowdsourced answers. Such an optimized worker assignment method allows us to “boost” the efficacy of any popular crowdsourcing estimation algorithm. We consider a mutual information interpretation of the crowdsourcing problem, which leads to a stoch...
متن کاملModelling Energy-Aware Task Allocation in Mobile Workflows
Mobile devices are becoming the platform of choice for both business and personal computing needs. For a group of users to efficiently collaborate over the execution of a set workflow on their mobile devices, the question then arises as to which device should run which task of the workflow and when? In order to answer this question, we study two common energy requirements: in the minimum group ...
متن کاملTask Allocation Schemes for Crowdsourcing in Opportunistic Mobile Social Networks
With the explosive proliferation of mobile devices, mobile crowdsourcing has become a new paradigm involving a crowd of mobile users to collectively take largescale tasks required by requesters in mobile social networks (MSNs). In this paper, we work on new task allocation schemes for mobile crowdsourcing in Opportunistic Mobile Social Networks (OMSNs) which are formed opportunistically when pe...
متن کاملFairness and Transparency in Crowdsourcing
Despite the success of crowdsourcing, the question of ethics has not yet been addressed in its entirety. Existing efforts have studied fairness in worker compensation and in helping requesters detect malevolent workers. In this paper, we propose fairness axioms that generalize existing work and pave the way to studying fairness for task assignment, task completion, and worker compensation. Tran...
متن کاملQuality and Budget Aware Task Allocation for Spatial Crowdsourcing
A major research challenge for spatial crowdsourcing is to improve the expected quality of the results. However, existing research in this field mostly focuses on achieving this objective in volunteer-based spatial crowdsourcing. In this paper, we introduce the budget limitations into the above problem and consider realistic cases where workers are paid unequally based on their trustworthiness....
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematical Problems in Engineering
سال: 2021
ISSN: 1563-5147,1024-123X
DOI: 10.1155/2021/5570192