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 …

General framework, opportunities and challenges for crowdsourcing techniques: A Comprehensive survey

SS Bhatti, X Gao, G Chen - Journal of Systems and Software, 2020‏ - Elsevier
Crowdsourcing, a distributed human problem-solving paradigm is an active research area
which has attracted significant attention in the fields of computer science, business, and …

Task recommendation in crowdsourcing systems: A bibliometric analysis

X Yin, H Wang, W Wang, K Zhu - Technology in Society, 2020‏ - Elsevier
Existing studies on task recommendation in crowdsourcing systems provide additional
insights into the field from their perspectives, methodologies, frameworks, and disciplines …

Individualizing gamified systems: The role of trait competitiveness and leaderboard design

CE Höllig, A Tumasjan, IM Welpe - Journal of Business Research, 2020‏ - Elsevier
The success of gamified systems depends on how user characteristics and behavior interact
with system design. Prior research, however, has largely neglected this user-system …

Toward efficient team formation for crowdsourcing in noncooperative social networks

W Wang, J Jiang, B An, Y Jiang… - IEEE transactions on …, 2016‏ - ieeexplore.ieee.org
Crowdsourcing has become a popular service computing paradigm for requesters to
integrate the ubiquitous human-intelligence services for tasks that are difficult for computers …

Group-oriented task allocation for crowdsourcing in social networks

J Jiang, B An, Y Jiang, C Zhang, Z Bu… - IEEE Transactions on …, 2019‏ - ieeexplore.ieee.org
Previous crowdsourcing studies often adopted the individual-oriented approach that
outsources a task to an individual worker or team formation-based approach that outsources …

Crowd anatomy beyond the good and bad: Behavioral traces for crowd worker modeling and pre-selection

U Gadiraju, G Demartini, R Kawase… - … Cooperative Work (CSCW), 2019‏ - Springer
The suitability of crowdsourcing to solve a variety of problems has been investigated widely.
Yet, there is still a lack of understanding about the distinct behavior and performance of …

Crowdsourcing versus the laboratory: towards human-centered experiments using the crowd

U Gadiraju, S Möller, M Nöllenburg, D Saupe… - Evaluation in the Crowd …, 2017‏ - Springer
Crowdsourcing solutions are increasingly being adopted across a variety of domains these
days. An important consequence of the flourishing crowdsourcing markets is that …

Using worker avatars to improve microtask crowdsourcing

S Qiu, A Bozzon, MV Birk, U Gadiraju - … of the ACM on Human-Computer …, 2021‏ - dl.acm.org
The future of crowd work has been identified to depend on worker satisfaction, but we lack a
thorough understanding of how worker satisfaction can be increased in microtask …

" Are we all in the same boat?" Customizable and Evolving Avatars to Improve Worker Engagement and Foster a Sense of Community in Online Crowd Work

ECS de Groot, U Gadiraju - Proceedings of the 2024 CHI Conference on …, 2024‏ - dl.acm.org
Human intelligence continues to be essential in building ground-truth data, training sets, and
for evaluating a plethora of systems. The democratized and distributed nature of online …