Crowdsourcing usage, task assignment methods, and crowdsourcing platforms: A systematic literature review

Y Zhen, A Khan, S Nazir, Z Huiqi… - Journal of Software …, 2021 - Wiley Online Library
Crowdsourcing is simply the outsourcing of different tasks or work to a diverse group of
individuals in an open call for the purpose of utilizing human intelligence. Crowdsourcing …

A machine learning approach for tracking and predicting student performance in degree programs

J Xu, KH Moon… - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
Accurately predicting students' future performance based on their ongoing academic records
is crucial for effectively carrying out necessary pedagogical interventions to ensure students' …

Privacy-preserving task recommendation services for crowdsourcing

J Shu, X Jia, K Yang, H Wang - IEEE Transactions on Services …, 2018 - ieeexplore.ieee.org
Crowdsourcing is a distributed computing paradigm that utilizes human intelligence or
resources from a crowd of workers. Existing solutions of task recommendation in …

Task assignment optimization in knowledge-intensive crowdsourcing

S Basu Roy, I Lykourentzou, S Thirumuruganathan… - The VLDB Journal, 2015 - Springer
We present SmartCrowd, a framework for optimizing task assignment in knowledge-
intensive crowdsourcing (KI-C). SmartCrowd distinguishes itself by formulating, for the first …

Beyond micro-tasks: Research opportunities in observational crowdsourcing

R Lukyanenko, J Parsons - … : Concepts, methodologies, tools, and …, 2019 - igi-global.com
The emergence of crowdsourcing as an important mode of information production has
attracted increasing research attention. In this article, the authors review crowdsourcing …

Towards personalized task-oriented worker recruitment in mobile crowdsensing

Z Wang, J Zhao, J Hu, T Zhu, Q Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Worker recruitment in mobile crowdsensing systems aims to recruit the most suitable users
to perform tasks with high quality and in real-time. Many worker recruitment or task matching …

Swarm intelligence research: From bio-inspired single-population swarm intelligence to human-machine hybrid swarm intelligence

GY Wang, DD Cheng, DY Xia, HH Jiang - Machine Intelligence Research, 2023 - Springer
Swarm intelligence has become a hot research field of artificial intelligence. Considering the
importance of swarm intelligence for the future development of artificial intelligence, we …

Know When to Run

J Mo, S Sarkar, S Menon - MIS quarterly, 2018 - JSTOR
Crowdsourcing contests have emerged as an innovative way for firms to solve business
problems by acquiring ideas from participants external to the firm. As the number of …

Preference-aware task assignment in spatial crowdsourcing: from individuals to groups

Y Zhao, K Zheng, H Yin, G Liu, J Fang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the ubiquity of smart devices, Spatial Crowdsourcing (SC) has emerged as a new
transformative platform that engages mobile users to perform spatio-temporal tasks by …

Preference-aware task assignment in spatial crowdsourcing

Y Zhao, J Xia, G Liu, H Su, D Lian, S Shang… - Proceedings of the AAAI …, 2019 - aaai.org
With the ubiquity of smart devices, Spatial Crowdsourcing (SC) has emerged as a new
transformative platform that engages mobile users to perform spatio-temporal tasks by …