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Incentives for Mobile Crowd Sensing: A Survey

机译:鼓励移动人群感知的调查

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摘要

Recent years have witnessed the fast proliferation of mobile devices (e.g., smartphones and wearable devices) in people's lives. In addition, these devices possess powerful computation and communication capabilities and are equipped with various built-in functional sensors. The large quantity and advanced functionalities of mobile devices have created a new interface between human beings and environments. Many mobile crowd sensing applications have thus been designed which recruit normal users to contribute their resources for sensing tasks. To guarantee good performance of such applications, it's essential to recruit sufficient participants. Thus, how to effectively and efficiently motivate normal users draws growing attention in the research community. This paper surveys diverse strategies that are proposed in the literature to provide incentives for stimulating users to participate in mobile crowd sensing applications. The incentives are divided into three categories: entertainment, service, and money. Entertainment means that sensing tasks are turned into playable games to attract participants. Incentives of service exchanging are inspired by the principle of mutual benefits. Monetary incentives give participants payments for their contributions. We describe literature works of each type comprehensively and summarize them in a compact form. Further challenges and promising future directions concerning incentive mechanism design are also discussed.
机译:近年来,见证了人们生活中移动设备(例如智能手机和可穿戴设备)的快速增长。此外,这些设备具有强大的计算和通信功能,并配备了各种内置的功能传感器。移动设备的大量先进功能已经在人与环境之间建立了新的接口。因此,已经设计了许多移动人群感测应用程序,其招募普通用户以贡献他们的资源来进行感测任务。为了保证此类应用程序的良好性能,必须招募足够的参与者。因此,如何有效地激励普通用户引起了研究界的关注。本文调查了文献中提出的各种策略,以激励用户参与移动人群感知应用。激励措施分为三类:娱乐,服务和金钱。娱乐意味着将感知任务转变为可玩游戏以吸引参与者。互惠互利的原则激发了服务交换的激励。货币奖励给参与者缴纳的会费。我们全面描述每种类型的文学作品,并以紧凑的形式对其进行总结。还讨论了有关激励机制设计的进一步挑战和有希望的未来方向。

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