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Mobile Crowdsourcing From Theory to Practice
This book offers the latest research results in recent development on the principles, techniques and applications in mobile crowdsourcing. It...
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Intersection of machine learning and mobile crowdsourcing: a systematic topic-driven review
During the past decade of the big data era, mobile crowdsourcing has emerged as a popular research area, leveraging the collective intelligence and...
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A survey of mobile crowdsensing and crowdsourcing strategies for smart mobile device users
Smart handheld devices such as smartphones are capable of sensing and interacting with surrounding environments. This emerging capability of...
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Incentive Mechanism Design for Mobile Crowdsourcing Without Verification
This chapter studies the design of incentive mechanisms for mobile crowdsourcing systems in which verifying the underlying ground truth is not...
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Unknown Worker Recruitment in Mobile Crowdsourcing
Mobile CrowdSourcing (MCS) has emerged as a cheap yet effective paradigm by which a platform can recruit a group of mobile workers to jointly...
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Participation in crowdsourcing micro-tasks: what motivates brazilian older adults?
Crowdsourcing is a concept associated with problem-solving that relies on the crowd as its primary element. However, understanding what motivates or...
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Quality-Aware Incentive Mechanism for Mobile Crowdsourcing
Recent years have witnessed the emergence of mobile crowdsourcing (MCS) systems, which leverage the public crowd equipped with various mobile devices...
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Aggregation-based dual heterogeneous task allocation in spatial crowdsourcing
Spatial crowdsourcing (SC) is a popular data collection paradigm for numerous applications. With the increment of tasks and workers in SC,...
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The Dark Side of Recruitment in Crowdsourcing: Ethics and Transparency in Micro-Task Marketplaces
Micro-task crowdsourcing marketplaces like Figure Eight (F8) connect a large pool of workers to employers through a single online platform, by...
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A clarity and fairness aware framework for selecting workers in competitive crowdsourcing tasks
Crowdsourcing is a powerful technique for accomplishing tasks that are difficult for machines but easy for humans. However, ensuring the quality of...
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Crowdsourcing of labeling image objects: an online gamification application for data collection
This study aimed to improve the labeling of objects inside images in the crowdsourcing process. Images are one of the most widely used types of data...
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A truthful mechanism for time-bound tasks in IoT-based crowdsourcing with zero budget
Crowdsourcing is a process of engaging a ‘ crowd ’ or a group of common people for accomplishing the tasks. In this work, the time-bound tasks...
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A task allocation algorithm based on reinforcement learning in spatio-temporal crowdsourcing
With the pervasiveness of dynamic task allocation in sharing economy applications, online bipartite graph matching has attracted more and more...
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Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing
With the development of GPS-enabled smart devices and wireless networks, mobile crowdsourcing (MCS) has received wide attention in assigning...
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Research on Cost Control of Mobile Crowdsourcing Supporting Low Budget in Large Scale Environmental Information Monitoring
Due to the large scale of information, high cost of deployment and vulnerability of instrument, it is difficult to solve the problem of information...
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A Decentralized Auction Framework with Privacy Protection in Mobile Crowdsourcing
With the rapid popularization of mobile devices, the mobile crowdsourcing has become a hot topic in order to make full use of the resources of mobile...
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Mobile Crowdsourcing Task Offloading on Social Collaboration Networks: An Empirical Study
Mobile Crowdsourcing (MCS), a human-centric promising paradigm for performing location-based tasks, has drawn rising attention from both academia and...
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Mobile crowd computing: potential, architecture, requirements, challenges, and applications
Owing to the enormous advancement in miniature hardware, modern smart mobile devices (SMDs) have become computationally powerful. Mobile crowd...
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Multi-round Collaborative Task Assignment Under the Edge Cloud in Mobile Crowdsourcing
The rapid development of smart mobile devices has further expanded the perceptual scope of mobile crowdsourcing (MCS) in group workers, the...
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Crowdsourcing as a Future Collaborative Computing Paradigm
Crowdsourcing coordinates a group of people called crowd, to perform small jobs that solve various problems (which computer systems or a single user...