Quality aspects of annotated data: A research synthesis

J Beck - AStA Wirtschafts-und Sozialstatistisches Archiv, 2023 - Springer
Abstract The quality of Machine Learning (ML) applications is commonly assessed by
quantifying how well an algorithm fits its respective training data. Yet, a perfect model that …

Factors influencing digital outsourcing companies to adopt digital work: An investigation using Q‐methodology

N Nyoni, S Bvuma, C Marnewick - The Electronic Journal of …, 2025 - Wiley Online Library
This study investigated the perspectives of digital outsourcing companies to determine what
motivates them to adopt digital work. The perspectives assist in formulating strategies for …

Global Inequalities in the Production of Artificial Intelligence: A Four-Country Study on Data Work

AA Casilli, P Tubaro, M Cornet, CL Ludec… - arXiv preprint arXiv …, 2024 - arxiv.org
Labor plays a major, albeit largely unrecognized role in the development of artificial
intelligence. Machine learning algorithms are predicated on data-intensive processes that …

[PDF][PDF] Who Trains the Data for European Artificial Intelligence?

M Miceli, P Tubaro, AA Casilli, T Le Bonniec… - 2024 - hal.science
On February 22, 2024, a panel of microtask data workers (” microworkers” for short),
assembled by the EnCOre initiative, addressed grievances at the Fourth Transnational …

Players in the Crowdsourcing Industry

L Hornuf, S Mangold, Y Yang - … : A Comparison of Selected Problems in …, 2023 - Springer
Different classifications of crowdsourcing markets have been proposed. This chapter
outlines the most relevant classifications and provides examples of crowdsourcing in its …

[PDF][PDF] Unternehmen setzen verstärkt auf Crowdworking

D Erdsiek - Wirtschaftsdienst, 2021 - econstor.eu
Durch den Fortschritt digitaler Technologien sind in den vergangenen Jahren neue Formen
der Erwerbsarbeit entstanden. Neben dem klassischen Arbeitsmarkt bieten nun auch Online …

Temps, genre et micro-travail: Trajectoires européennes

AA Casilli, P Tubaro - 2024 - hal.science
Le micro-travail consiste en la réalisation de tâches en ligne (comme l'identification d'objets
dans des images ou la modération de contenus) pour alimenter des bases de données …

Empirical essays on information asymmetries on digital platforms

C Belletti - 2024 - theses.hal.science
This thesis studies issues related to information asymmetry in digital markets. It aims at
understanding the behavior of economic agents when standard reputation tools, such as …

[引用][C] Companies increasingly rely on crowdworking

D Erdsiek - Wirtschaftsdienst (Hamburg, Germany: 1949), 2021 - europepmc.org
Durch den Fortschritt digitaler Technologien sind in den vergangenen Jahren neue Formen
der Erwerbsarbeit entstanden. Neben dem klassischen Arbeitsmarkt bieten nun auch Online …