Quality control in crowdsourcing: A survey of quality attributes, assessment techniques, and assurance actions

F Daniel, P Kucherbaev, C Cappiello… - ACM Computing …, 2018 - dl.acm.org
Crowdsourcing enables one to leverage on the intelligence and wisdom of potentially large
groups of individuals toward solving problems. Common problems approached with …

A survey on task assignment in crowdsourcing

D Hettiachchi, V Kostakos, J Goncalves - ACM Computing Surveys …, 2022 - dl.acm.org
Quality improvement methods are essential to gathering high-quality crowdsourced data,
both for research and industry applications. A popular and broadly applicable method is task …

Social media use and work efficiency: Insights from the theory of communication visibility

X Yang, HJ Ye, X Wang - Information & Management, 2021 - Elsevier
While employees gradually use social media for work purposes, it remains unclear how
such a use influences their knowledge sharing and work efficiency. Thus, this study explores …

Personality matters: Balancing for personality types leads to better outcomes for crowd teams

I Lykourentzou, A Antoniou, Y Naudet… - Proceedings of the 19th …, 2016 - dl.acm.org
When personalities clash, teams operate less effectively. Personality differences affect face-
to-face collaboration and may lower trust in virtual teams. For relatively short-lived …

Toward a learning science for complex crowdsourcing tasks

S Doroudi, E Kamar, E Brunskill, E Horvitz - Proceedings of the 2016 …, 2016 - dl.acm.org
We explore how crowdworkers can be trained to tackle complex crowdsourcing tasks. We
are particularly interested in training novice workers to perform well on solving tasks in …

Towards AI-powered data-driven education

S Amer-Yahia - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
Educational platforms are increasingly becoming AI-driven. Besides providing a wide range
of course filtering options, personalized recommendations of learning material and teachers …

A framework for open civic design: Integrating public participation, crowdsourcing, and design thinking

B Reynante, SP Dow, N Mahyar - Digital Government: Research and …, 2021 - dl.acm.org
Civic problems are often too complex to solve through traditional top-down strategies.
Various governments and civic initiatives have explored more community-driven strategies …

Information visualization evaluation using crowdsourcing

R Borgo, L Micallef, B Bach, F McGee… - Computer Graphics …, 2018 - Wiley Online Library
Visualization researchers have been increasingly leveraging crowdsourcing approaches to
overcome a number of limitations of controlled laboratory experiments, including small …

Structuring interactions for large-scale synchronous peer learning

D Coetzee, S Lim, A Fox, B Hartmann… - Proceedings of the 18th …, 2015 - dl.acm.org
This research investigates how to introduce synchronous interactive peer learning into an
online setting appropriate both for crowdworkers (learning new tasks) and students in …

Combining crowdsourcing and learning to improve engagement and performance

M Dontcheva, RR Morris, JR Brandt… - Proceedings of the …, 2014 - dl.acm.org
Crowdsourcing complex creative tasks remains difficult, in part because these tasks require
skilled workers. Most crowdsourcing platforms do not help workers acquire the skills …