Task allocation in spatial crowdsourcing: Current state and future directions

B Guo, Y Liu, L Wang, VOK Li… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Spatial crowdsourcing (SC) is an emerging paradigm of crowdsourcing, which commits
workers to move to some particular locations to perform spatio-temporal-relevant tasks (eg …

Crowdsourced data management: Overview and challenges

G Li, Y Zheng, J Fan, J Wang, R Cheng - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
Many important data management and analytics tasks cannot be completely addressed by
automated processes. Crowdsourcing is an effective way to harness human cognitive …

Spatial crowdsourcing: a survey

Y Tong, Z Zhou, Y Zeng, L Chen, C Shahabi - The VLDB Journal, 2020 - Springer
Crowdsourcing is a computing paradigm where humans are actively involved in a
computing task, especially for tasks that are intrinsically easier for humans than for …

Crowdsourced data management: A survey

G Li, J Wang, Y Zheng… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Any important data management and analytics tasks cannot be completely addressed by
automated processes. These tasks, such as entity resolution, sentiment analysis, and image …

Online mobile micro-task allocation in spatial crowdsourcing

Y Tong, J She, B Ding, L Wang… - 2016 IEEE 32Nd …, 2016 - ieeexplore.ieee.org
With the rapid development of smartphones, spatial crowdsourcing platforms are getting
popular. A foundational research of spatial crowdsourcing is to allocate micro-tasks to …

A framework for protecting worker location privacy in spatial crowdsourcing

H To, G Ghinita, C Shahabi - Proceedings of the VLDB Endowment, 2014 - dl.acm.org
Spatial Crowdsourcing (SC) is a transformative platform that engages individuals, groups
and communities in the act of collecting, analyzing, and disseminating environmental, social …

Energy big data: A survey

H Jiang, K Wang, Y Wang, M Gao, Y Zhang - IEEE Access, 2016 - ieeexplore.ieee.org
As a significant application of energy, smart grid is a complicated interconnected power grid
that involves sensors, deployment strategies, smart meters, and real-time data processing. It …

Enabling strong privacy preservation and accurate task allocation for mobile crowdsensing

J Ni, K Zhang, Q Xia, X Lin… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Mobile crowdsensing engages a crowd of individuals to use their mobile devices to
cooperatively collect data about social events and phenomena for customers with common …

An optimization and auction-based incentive mechanism to maximize social welfare for mobile crowdsourcing

Y Wang, Z Cai, ZH Zhan, YJ Gong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Mobile crowdsourcing is an emerging crowdsourcing paradigm, which generates large-
scale sensing tasks and sensing data. One of the major issues in mobile crowdsourcing is …

Flexible online task assignment in real-time spatial data

Y Tong, L Wang, Z Zimu, B Ding… - Proceedings of the …, 2017 - research-collection.ethz.ch
The popularity of Online To Offline (O2O) service platforms has spurred the need for online
task assignment in real-time spatial data, where streams of spatially distributed tasks and …